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a/docs/dev/_modules/gammapy/astro/population/simulate.html +++ b/docs/dev/_modules/gammapy/astro/population/simulate.html @@ -188,7 +188,7 @@ $("#version_switcher_menu").append(node); // replace dropdown button text with the preferred display name of - // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable. + // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable. // also highlight the dropdown entry for the currently-viewed // version's entry if (entry.version == "dev") { diff --git a/docs/dev/_modules/gammapy/astro/population/spatial.html b/docs/dev/_modules/gammapy/astro/population/spatial.html index b6130d1c536..e532940dcba 100644 --- a/docs/dev/_modules/gammapy/astro/population/spatial.html +++ b/docs/dev/_modules/gammapy/astro/population/spatial.html @@ -188,7 +188,7 @@ $("#version_switcher_menu").append(node); // replace dropdown button text with the preferred display name of - // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable. + // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable. // also highlight the dropdown entry for the currently-viewed // version's entry if (entry.version == "dev") { diff --git a/docs/dev/_modules/gammapy/astro/population/velocity.html b/docs/dev/_modules/gammapy/astro/population/velocity.html index 9dc0ef58269..a0ca0cae306 100644 --- a/docs/dev/_modules/gammapy/astro/population/velocity.html +++ b/docs/dev/_modules/gammapy/astro/population/velocity.html @@ -188,7 +188,7 @@ $("#version_switcher_menu").append(node); // replace dropdown button text with the preferred display name of - // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable. + // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable. // also highlight the dropdown entry for the currently-viewed // version's entry if (entry.version == "dev") { diff --git a/docs/dev/_modules/gammapy/astro/source/pulsar.html b/docs/dev/_modules/gammapy/astro/source/pulsar.html index 1ed0b69c0b6..87e8e74d677 100644 --- a/docs/dev/_modules/gammapy/astro/source/pulsar.html +++ b/docs/dev/_modules/gammapy/astro/source/pulsar.html @@ -188,7 +188,7 @@ $("#version_switcher_menu").append(node); // replace dropdown button text with the preferred display name of - // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable. + // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable. // also highlight the dropdown entry for the currently-viewed // version's entry if (entry.version == "dev") { diff --git a/docs/dev/_modules/gammapy/astro/source/pwn.html b/docs/dev/_modules/gammapy/astro/source/pwn.html index 3c091c066c5..473604f7777 100644 --- a/docs/dev/_modules/gammapy/astro/source/pwn.html +++ b/docs/dev/_modules/gammapy/astro/source/pwn.html @@ -188,7 +188,7 @@ $("#version_switcher_menu").append(node); // replace dropdown button text with the preferred display name of - // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable. + // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable. // also highlight the dropdown entry for the currently-viewed // version's entry if (entry.version == "dev") { diff --git a/docs/dev/_modules/gammapy/astro/source/snr.html b/docs/dev/_modules/gammapy/astro/source/snr.html index b68c69d8931..42c8858b6e0 100644 --- a/docs/dev/_modules/gammapy/astro/source/snr.html +++ b/docs/dev/_modules/gammapy/astro/source/snr.html @@ -188,7 +188,7 @@ $("#version_switcher_menu").append(node); // replace dropdown button text with the preferred display name of - // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable. + // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable. // also highlight the dropdown entry for the currently-viewed // version's entry if (entry.version == "dev") { diff --git a/docs/dev/_modules/gammapy/catalog/core.html b/docs/dev/_modules/gammapy/catalog/core.html index 1706a7ab360..6fa29a99f38 100644 --- a/docs/dev/_modules/gammapy/catalog/core.html +++ b/docs/dev/_modules/gammapy/catalog/core.html @@ -188,7 +188,7 @@ $("#version_switcher_menu").append(node); // replace dropdown button text with the preferred display name of - // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable. + // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable. // also highlight the dropdown entry for the currently-viewed // version's entry if (entry.version == "dev") { diff --git a/docs/dev/_modules/gammapy/catalog/fermi.html b/docs/dev/_modules/gammapy/catalog/fermi.html index 698355c6cf7..24773970efd 100644 --- a/docs/dev/_modules/gammapy/catalog/fermi.html +++ b/docs/dev/_modules/gammapy/catalog/fermi.html @@ -188,7 +188,7 @@ $("#version_switcher_menu").append(node); // replace dropdown button text with the preferred display name of - // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable. + // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable. // also highlight the dropdown entry for the currently-viewed // version's entry if (entry.version == "dev") { diff --git a/docs/dev/_modules/gammapy/catalog/gammacat.html b/docs/dev/_modules/gammapy/catalog/gammacat.html index 2b20e7e5afb..5283774271d 100644 --- a/docs/dev/_modules/gammapy/catalog/gammacat.html +++ b/docs/dev/_modules/gammapy/catalog/gammacat.html @@ -188,7 +188,7 @@ $("#version_switcher_menu").append(node); // replace dropdown button text with the preferred display name of - // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable. + // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable. // also highlight the dropdown entry for the currently-viewed // version's entry if (entry.version == "dev") { diff --git a/docs/dev/_modules/gammapy/catalog/hawc.html b/docs/dev/_modules/gammapy/catalog/hawc.html index 11290ba459f..6b2f7f3830a 100644 --- a/docs/dev/_modules/gammapy/catalog/hawc.html +++ b/docs/dev/_modules/gammapy/catalog/hawc.html @@ -188,7 +188,7 @@ $("#version_switcher_menu").append(node); // replace dropdown button text with the preferred display name of - // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable. + // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable. // also highlight the dropdown entry for the currently-viewed // version's entry if (entry.version == "dev") { diff --git a/docs/dev/_modules/gammapy/catalog/hess.html b/docs/dev/_modules/gammapy/catalog/hess.html index b33029bef32..c5801ca6cfb 100644 --- a/docs/dev/_modules/gammapy/catalog/hess.html +++ b/docs/dev/_modules/gammapy/catalog/hess.html @@ -188,7 +188,7 @@ $("#version_switcher_menu").append(node); // replace dropdown button text with the preferred display name of - // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable. + // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable. // also highlight the dropdown entry for the currently-viewed // version's entry if (entry.version == "dev") { diff --git a/docs/dev/_modules/gammapy/catalog/lhaaso.html b/docs/dev/_modules/gammapy/catalog/lhaaso.html index 5e684c19e6f..0387ee1960a 100644 --- a/docs/dev/_modules/gammapy/catalog/lhaaso.html +++ b/docs/dev/_modules/gammapy/catalog/lhaaso.html @@ -188,7 +188,7 @@ $("#version_switcher_menu").append(node); // replace dropdown button text with the preferred display name of - // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable. + // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable. // also highlight the dropdown entry for the currently-viewed // version's entry if (entry.version == "dev") { diff --git a/docs/dev/_modules/gammapy/data/data_store.html b/docs/dev/_modules/gammapy/data/data_store.html index 9e8e41724e3..074cb9b0729 100644 --- a/docs/dev/_modules/gammapy/data/data_store.html +++ b/docs/dev/_modules/gammapy/data/data_store.html @@ -188,7 +188,7 @@ $("#version_switcher_menu").append(node); // replace dropdown button text with the preferred display name of - // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable. + // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable. // also highlight the dropdown entry for the currently-viewed // version's entry if (entry.version == "dev") { diff --git a/docs/dev/_modules/gammapy/data/event_list.html b/docs/dev/_modules/gammapy/data/event_list.html index 6a8bb14f2ae..c8f829ff9cf 100644 --- a/docs/dev/_modules/gammapy/data/event_list.html +++ b/docs/dev/_modules/gammapy/data/event_list.html @@ -188,7 +188,7 @@ $("#version_switcher_menu").append(node); // replace dropdown button text with the preferred display name of - // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable. + // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable. // also highlight the dropdown entry for the currently-viewed // version's entry if (entry.version == "dev") { diff --git a/docs/dev/_modules/gammapy/data/filters.html b/docs/dev/_modules/gammapy/data/filters.html index 86957203999..02d5f38910f 100644 --- a/docs/dev/_modules/gammapy/data/filters.html +++ b/docs/dev/_modules/gammapy/data/filters.html @@ -188,7 +188,7 @@ $("#version_switcher_menu").append(node); // replace dropdown button text with the preferred display name of - // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable. + // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable. // also highlight the dropdown entry for the currently-viewed // version's entry if (entry.version == "dev") { diff --git a/docs/dev/_modules/gammapy/data/gti.html b/docs/dev/_modules/gammapy/data/gti.html index dae8bc73d00..4d5e9798afb 100644 --- a/docs/dev/_modules/gammapy/data/gti.html +++ b/docs/dev/_modules/gammapy/data/gti.html @@ -188,7 +188,7 @@ $("#version_switcher_menu").append(node); // replace dropdown button text with the preferred display name of - // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable. + // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable. // also highlight the dropdown entry for the currently-viewed // version's entry if (entry.version == "dev") { diff --git a/docs/dev/_modules/gammapy/data/hdu_index_table.html b/docs/dev/_modules/gammapy/data/hdu_index_table.html index b1ebb41752b..35ed57c8cba 100644 --- a/docs/dev/_modules/gammapy/data/hdu_index_table.html +++ b/docs/dev/_modules/gammapy/data/hdu_index_table.html @@ -188,7 +188,7 @@ $("#version_switcher_menu").append(node); // replace dropdown button text with the preferred display name of - // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable. + // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable. // also highlight the dropdown entry for the currently-viewed // version's entry if (entry.version == "dev") { diff --git a/docs/dev/_modules/gammapy/data/metadata.html b/docs/dev/_modules/gammapy/data/metadata.html index d1fd7bee67c..5a1b6111525 100644 --- a/docs/dev/_modules/gammapy/data/metadata.html +++ b/docs/dev/_modules/gammapy/data/metadata.html @@ -188,7 +188,7 @@ $("#version_switcher_menu").append(node); // replace dropdown button text with the preferred display name of - // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable. + // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable. // also highlight the dropdown entry for the currently-viewed // version's entry if (entry.version == "dev") { diff --git a/docs/dev/_modules/gammapy/data/obs_table.html b/docs/dev/_modules/gammapy/data/obs_table.html index 852f220444f..c136140b3ac 100644 --- a/docs/dev/_modules/gammapy/data/obs_table.html +++ b/docs/dev/_modules/gammapy/data/obs_table.html @@ -188,7 +188,7 @@ $("#version_switcher_menu").append(node); // replace dropdown button text with the preferred display name of - // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable. + // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable. // also highlight the dropdown entry for the currently-viewed // version's entry if (entry.version == "dev") { diff --git a/docs/dev/_modules/gammapy/data/observations.html b/docs/dev/_modules/gammapy/data/observations.html index 7a855fe9e42..5ce1391a567 100644 --- a/docs/dev/_modules/gammapy/data/observations.html +++ b/docs/dev/_modules/gammapy/data/observations.html @@ -188,7 +188,7 @@ $("#version_switcher_menu").append(node); // replace dropdown button text with the preferred display name of - // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable. + // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable. // also highlight the dropdown entry for the currently-viewed // version's entry if (entry.version == "dev") { diff --git a/docs/dev/_modules/gammapy/data/pointing.html b/docs/dev/_modules/gammapy/data/pointing.html index 760dcf513ae..c4c164bf5ea 100644 --- a/docs/dev/_modules/gammapy/data/pointing.html +++ b/docs/dev/_modules/gammapy/data/pointing.html @@ -188,7 +188,7 @@ $("#version_switcher_menu").append(node); // replace dropdown button text with the preferred display name of - // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable. + // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable. // also highlight the dropdown entry for the currently-viewed // version's entry if (entry.version == "dev") { diff --git a/docs/dev/_modules/gammapy/datasets/core.html b/docs/dev/_modules/gammapy/datasets/core.html index dd6db278ee9..82cc2f8b79f 100644 --- a/docs/dev/_modules/gammapy/datasets/core.html +++ b/docs/dev/_modules/gammapy/datasets/core.html @@ -188,7 +188,7 @@ $("#version_switcher_menu").append(node); // replace dropdown button text with the preferred display name of - // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable. + // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable. // also highlight the dropdown entry for the currently-viewed // version's entry if (entry.version == "dev") { diff --git a/docs/dev/_modules/gammapy/datasets/flux_points.html b/docs/dev/_modules/gammapy/datasets/flux_points.html index 628d5fb965c..da3d6534bb6 100644 --- a/docs/dev/_modules/gammapy/datasets/flux_points.html +++ b/docs/dev/_modules/gammapy/datasets/flux_points.html @@ -188,7 +188,7 @@ $("#version_switcher_menu").append(node); // replace dropdown button text with the preferred display name of - // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable. + // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable. // also highlight the dropdown entry for the currently-viewed // version's entry if (entry.version == "dev") { diff --git a/docs/dev/_modules/gammapy/datasets/io.html b/docs/dev/_modules/gammapy/datasets/io.html index 7f00faaedcb..840a08bdf27 100644 --- a/docs/dev/_modules/gammapy/datasets/io.html +++ b/docs/dev/_modules/gammapy/datasets/io.html @@ -188,7 +188,7 @@ $("#version_switcher_menu").append(node); // replace dropdown button text with the preferred display name of - // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable. + // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable. // also highlight the dropdown entry for the currently-viewed // version's entry if (entry.version == "dev") { diff --git a/docs/dev/_modules/gammapy/datasets/map.html b/docs/dev/_modules/gammapy/datasets/map.html index 5bbd5a43b86..d9659847e6d 100644 --- a/docs/dev/_modules/gammapy/datasets/map.html +++ b/docs/dev/_modules/gammapy/datasets/map.html @@ -188,7 +188,7 @@ $("#version_switcher_menu").append(node); // replace dropdown button text with the preferred display name of - // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable. + // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable. // also highlight the dropdown entry for the currently-viewed // version's entry if (entry.version == "dev") { diff --git a/docs/dev/_modules/gammapy/datasets/simulate.html b/docs/dev/_modules/gammapy/datasets/simulate.html index be122b657b6..3d3a2bbfc37 100644 --- a/docs/dev/_modules/gammapy/datasets/simulate.html +++ b/docs/dev/_modules/gammapy/datasets/simulate.html @@ -188,7 +188,7 @@ $("#version_switcher_menu").append(node); // replace dropdown button text with the preferred display name of - // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable. + // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable. // also highlight the dropdown entry for the currently-viewed // version's entry if (entry.version == "dev") { @@ -295,14 +295,22 @@

Source code for gammapy.datasets.simulate

         an energy-dependent time-varying source
     t_delta : `~astropy.units.Quantity`
         Time interval used to sample the time-dependent source
+    keep_mc_id : bool
+        Flag to tag sampled events from a given model with a Montecarlo identifier.
+        Default is True. If set to False, no identifier will be assigned
     """
 
     def __init__(
-        self, random_state="random-seed", oversample_energy_factor=10, t_delta=0.5 * u.s
+        self,
+        random_state="random-seed",
+        oversample_energy_factor=10,
+        t_delta=0.5 * u.s,
+        keep_mc_id=True,
     ):
         self.random_state = get_random_state(random_state)
         self.oversample_energy_factor = oversample_energy_factor
         self.t_delta = t_delta
+        self.keep_mc_id = keep_mc_id
 
     def _repr_html_(self):
         try:
@@ -528,13 +536,14 @@ 
Source code for gammapy.datasets.simulate
                 npred = evaluator.apply_exposure(flux)
                 table = self._sample_coord_time(npred, temporal_model, dataset.gti)
 
-            if len(table) == 0:
-                mcid = table.Column(name="MC_ID", length=0, dtype=int)
-                table.add_column(mcid)
+            if self.keep_mc_id:
+                if len(table) == 0:
+                    mcid = table.Column(name="MC_ID", length=0, dtype=int)
+                    table.add_column(mcid)
 
-            table["MC_ID"] = idx + 1
-            table.meta["MID{:05d}".format(idx + 1)] = idx + 1
-            table.meta["MMN{:05d}".format(idx + 1)] = evaluator.model.name
+                table["MC_ID"] = idx + 1
+                table.meta["MID{:05d}".format(idx + 1)] = idx + 1
+                table.meta["MMN{:05d}".format(idx + 1)] = evaluator.model.name
 
             events_all.append(EventList(table))
 
@@ -559,13 +568,14 @@ 
Source code for gammapy.datasets.simulate
 
         table = self._sample_coord_time(background, temporal_model, dataset.gti)
 
-        table["MC_ID"] = 0
         table["ENERGY"] = table["ENERGY_TRUE"]
         table["RA"] = table["RA_TRUE"]
         table["DEC"] = table["DEC_TRUE"]
 
-        table.meta["MID{:05d}".format(0)] = 0
-        table.meta["MMN{:05d}".format(0)] = dataset.background_model.name
+        if self.keep_mc_id:
+            table["MC_ID"] = 0
+            table.meta["MID{:05d}".format(0)] = 0
+            table.meta["MMN{:05d}".format(0)] = dataset.background_model.name
 
         return EventList(table)

 
@@ -651,8 +661,9 @@ 
Source code for gammapy.datasets.simulate
         return events

 
 
[docs]    @staticmethod
-    def event_list_meta(dataset, observation):
+    def event_list_meta(dataset, observation, keep_mc_id=True):
         """Event list meta info.
+        Please, note that this function will be updated in the future.
 
         Parameters
         ----------
@@ -660,6 +671,9 @@ 
Source code for gammapy.datasets.simulate
             Map dataset
         observation : `~gammapy.data.Observation`
             In memory observation
+        keep_mc_id : bool
+            Flag to tag sampled events from a given model with a Montecarlo identifier.
+            Default is True. If set to False, no identifier will be assigned
 
         Returns
         -------
@@ -740,7 +754,8 @@ 
Source code for gammapy.datasets.simulate
         meta["CONV_RA"] = 0
         meta["CONV_DEC"] = 0
 
-        meta["NMCIDS"] = len(dataset.models)
+        if keep_mc_id:
+            meta["NMCIDS"] = len(dataset.models)
 
         # Necessary for DataStore, but they should be ALT and AZ instead!
         telescope = observation.aeff.meta["TELESCOP"]
@@ -819,7 +834,9 @@ 
Source code for gammapy.datasets.simulate
 
         events = self.event_det_coords(observation, events)
         events.table["EVENT_ID"] = np.arange(len(events.table))
-        events.table.meta.update(self.event_list_meta(dataset, observation))
+        events.table.meta.update(
+            self.event_list_meta(dataset, observation, self.keep_mc_id)
+        )
 
         geom = dataset._geom
         selection = geom.contains(events.map_coord(geom))
diff --git a/docs/dev/_modules/gammapy/datasets/spectrum.html b/docs/dev/_modules/gammapy/datasets/spectrum.html
index 36195c8875f..39a4849cbfd 100644
--- a/docs/dev/_modules/gammapy/datasets/spectrum.html
+++ b/docs/dev/_modules/gammapy/datasets/spectrum.html
@@ -188,7 +188,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/_modules/gammapy/estimators/core.html b/docs/dev/_modules/gammapy/estimators/core.html
index ce8e6a6ddd9..09382a8b11a 100644
--- a/docs/dev/_modules/gammapy/estimators/core.html
+++ b/docs/dev/_modules/gammapy/estimators/core.html
@@ -188,7 +188,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/_modules/gammapy/estimators/map/asmooth.html b/docs/dev/_modules/gammapy/estimators/map/asmooth.html
index 18ea516c511..ce6dcfa1cf8 100644
--- a/docs/dev/_modules/gammapy/estimators/map/asmooth.html
+++ b/docs/dev/_modules/gammapy/estimators/map/asmooth.html
@@ -188,7 +188,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/_modules/gammapy/estimators/map/core.html b/docs/dev/_modules/gammapy/estimators/map/core.html
index 31e7d556c6e..ba6b7b1665e 100644
--- a/docs/dev/_modules/gammapy/estimators/map/core.html
+++ b/docs/dev/_modules/gammapy/estimators/map/core.html
@@ -188,7 +188,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/_modules/gammapy/estimators/map/excess.html b/docs/dev/_modules/gammapy/estimators/map/excess.html
index 12afde6ba43..f17e7d10364 100644
--- a/docs/dev/_modules/gammapy/estimators/map/excess.html
+++ b/docs/dev/_modules/gammapy/estimators/map/excess.html
@@ -188,7 +188,7 @@
 
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index 5d8d81b2cd3..49bd54e5b1f 100644
--- a/docs/dev/_modules/gammapy/maps/core.html
+++ b/docs/dev/_modules/gammapy/maps/core.html
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-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
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index 805d092df77..b180c8cdbf6 100644
--- a/docs/dev/_modules/gammapy/maps/geom.html
+++ b/docs/dev/_modules/gammapy/maps/geom.html
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+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
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index f8977c38dfc..d2346ca5df8 100644
--- a/docs/dev/_modules/gammapy/maps/hpx/core.html
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index b31c212ff54..ca4b112e555 100644
--- a/docs/dev/_modules/gammapy/maps/hpx/geom.html
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             $("#version_switcher_menu").append(node);
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index e97e133b6bc..ece4ab9087a 100644
--- a/docs/dev/_modules/gammapy/maps/hpx/ndmap.html
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index 6f21d4c5d9c..fca1d021d0e 100644
--- a/docs/dev/_modules/gammapy/maps/maps.html
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index 05ac335fcf9..a885ed394e0 100644
--- a/docs/dev/_modules/gammapy/maps/region/geom.html
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--- a/docs/dev/_modules/gammapy/maps/region/ndmap.html
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--- a/docs/dev/_modules/gammapy/maps/wcs/core.html
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index 5dd3bc6828e..89f08efc361 100644
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index d2cd93061c3..f3802bf0a8c 100644
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--- a/docs/dev/_modules/gammapy/modeling/covariance.html
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--- a/docs/dev/_modules/gammapy/modeling/fit.html
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--- a/docs/dev/_modules/gammapy/modeling/models/core.html
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--- a/docs/dev/_modules/gammapy/modeling/models/spatial.html
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--- a/docs/dev/_modules/gammapy/modeling/models/spectral.html
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--- a/docs/dev/_modules/gammapy/modeling/models/temporal.html
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--- a/docs/dev/_modules/gammapy/stats/fit_statistics.html
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--- a/docs/dev/_modules/gammapy/stats/variability.html
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diff --git a/docs/dev/_modules/gammapy/utils/coordinates/fov.html b/docs/dev/_modules/gammapy/utils/coordinates/fov.html
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--- a/docs/dev/_modules/gammapy/utils/coordinates/other.html
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diff --git a/docs/dev/_modules/gammapy/utils/fits.html b/docs/dev/_modules/gammapy/utils/fits.html
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             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/_modules/gammapy/utils/scripts.html b/docs/dev/_modules/gammapy/utils/scripts.html
index 51a1afb0796..8caf0913808 100644
--- a/docs/dev/_modules/gammapy/utils/scripts.html
+++ b/docs/dev/_modules/gammapy/utils/scripts.html
@@ -188,7 +188,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/_modules/gammapy/utils/table.html b/docs/dev/_modules/gammapy/utils/table.html
index a2274da20cd..4b0e9a0124a 100644
--- a/docs/dev/_modules/gammapy/utils/table.html
+++ b/docs/dev/_modules/gammapy/utils/table.html
@@ -188,7 +188,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/_modules/gammapy/utils/testing.html b/docs/dev/_modules/gammapy/utils/testing.html
index 516af5049ca..91b08a097f3 100644
--- a/docs/dev/_modules/gammapy/utils/testing.html
+++ b/docs/dev/_modules/gammapy/utils/testing.html
@@ -188,7 +188,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/_modules/gammapy/utils/time.html b/docs/dev/_modules/gammapy/utils/time.html
index 73a3a85212b..9db57821178 100644
--- a/docs/dev/_modules/gammapy/utils/time.html
+++ b/docs/dev/_modules/gammapy/utils/time.html
@@ -188,7 +188,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/_modules/gammapy/utils/units.html b/docs/dev/_modules/gammapy/utils/units.html
index fa909714bb8..44cc0158468 100644
--- a/docs/dev/_modules/gammapy/utils/units.html
+++ b/docs/dev/_modules/gammapy/utils/units.html
@@ -188,7 +188,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/_modules/gammapy/visualization/cmap.html b/docs/dev/_modules/gammapy/visualization/cmap.html
index eabcc647891..cb48bb97d47 100644
--- a/docs/dev/_modules/gammapy/visualization/cmap.html
+++ b/docs/dev/_modules/gammapy/visualization/cmap.html
@@ -188,7 +188,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/_modules/gammapy/visualization/datasets.html b/docs/dev/_modules/gammapy/visualization/datasets.html
index 52f392e3169..37392a1510f 100644
--- a/docs/dev/_modules/gammapy/visualization/datasets.html
+++ b/docs/dev/_modules/gammapy/visualization/datasets.html
@@ -188,7 +188,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/_modules/gammapy/visualization/heatmap.html b/docs/dev/_modules/gammapy/visualization/heatmap.html
index 1c6a1ffed3d..ab141f29a0e 100644
--- a/docs/dev/_modules/gammapy/visualization/heatmap.html
+++ b/docs/dev/_modules/gammapy/visualization/heatmap.html
@@ -188,7 +188,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/_modules/gammapy/visualization/panel.html b/docs/dev/_modules/gammapy/visualization/panel.html
index 48fecb72670..6e2fde9336b 100644
--- a/docs/dev/_modules/gammapy/visualization/panel.html
+++ b/docs/dev/_modules/gammapy/visualization/panel.html
@@ -188,7 +188,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/_modules/gammapy/visualization/utils.html b/docs/dev/_modules/gammapy/visualization/utils.html
index 5bf46491ca3..8774b0214ed 100644
--- a/docs/dev/_modules/gammapy/visualization/utils.html
+++ b/docs/dev/_modules/gammapy/visualization/utils.html
@@ -188,7 +188,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/_modules/index.html b/docs/dev/_modules/index.html
index 873841b69d4..58e6f19cc93 100644
--- a/docs/dev/_modules/index.html
+++ b/docs/dev/_modules/index.html
@@ -188,7 +188,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/_sources/tutorials/analysis-1d/cta_sensitivity.rst.txt b/docs/dev/_sources/tutorials/analysis-1d/cta_sensitivity.rst.txt
index 6b5618cec2a..542acf04106 100644
--- a/docs/dev/_sources/tutorials/analysis-1d/cta_sensitivity.rst.txt
+++ b/docs/dev/_sources/tutorials/analysis-1d/cta_sensitivity.rst.txt
@@ -120,7 +120,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.2.dev873+gb7de5d9b7 
+            version                : 1.2.dev876+ga0053ed8d 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
diff --git a/docs/dev/_sources/tutorials/analysis-1d/extended_source_spectral_analysis.rst.txt b/docs/dev/_sources/tutorials/analysis-1d/extended_source_spectral_analysis.rst.txt
index 530bc885735..42e0615d92b 100644
--- a/docs/dev/_sources/tutorials/analysis-1d/extended_source_spectral_analysis.rst.txt
+++ b/docs/dev/_sources/tutorials/analysis-1d/extended_source_spectral_analysis.rst.txt
@@ -163,7 +163,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.2.dev873+gb7de5d9b7 
+            version                : 1.2.dev876+ga0053ed8d 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
diff --git a/docs/dev/_sources/tutorials/analysis-1d/sed_fitting.rst.txt b/docs/dev/_sources/tutorials/analysis-1d/sed_fitting.rst.txt
index 0c926f53549..d44b7d753e1 100644
--- a/docs/dev/_sources/tutorials/analysis-1d/sed_fitting.rst.txt
+++ b/docs/dev/_sources/tutorials/analysis-1d/sed_fitting.rst.txt
@@ -163,7 +163,7 @@ attribute:
 
     

     
Table length=5
-    
+    

diff --git a/docs/dev/_sources/tutorials/analysis-1d/sg_execution_times.rst.txt b/docs/dev/_sources/tutorials/analysis-1d/sg_execution_times.rst.txt
index bffe22ef45d..ff9b010fb08 100644
--- a/docs/dev/_sources/tutorials/analysis-1d/sg_execution_times.rst.txt
+++ b/docs/dev/_sources/tutorials/analysis-1d/sg_execution_times.rst.txt
@@ -6,20 +6,20 @@
 
 Computation times
 =================
-**01:12.663** total execution time for **tutorials_analysis-1d** files:
+**00:59.682** total execution time for **tutorials_analysis-1d** files:
 
 +-----------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorials_analysis-1d_spectral_analysis.py` (``spectral_analysis.py``)                                 | 00:23.583 | 0.0 MB |
+| :ref:`sphx_glr_tutorials_analysis-1d_spectral_analysis.py` (``spectral_analysis.py``)                                 | 00:19.648 | 0.0 MB |
 +-----------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorials_analysis-1d_spectral_analysis_hli.py` (``spectral_analysis_hli.py``)                         | 00:13.570 | 0.0 MB |
+| :ref:`sphx_glr_tutorials_analysis-1d_spectral_analysis_hli.py` (``spectral_analysis_hli.py``)                         | 00:11.351 | 0.0 MB |
 +-----------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorials_analysis-1d_spectrum_simulation.py` (``spectrum_simulation.py``)                             | 00:12.962 | 0.0 MB |
+| :ref:`sphx_glr_tutorials_analysis-1d_spectrum_simulation.py` (``spectrum_simulation.py``)                             | 00:10.062 | 0.0 MB |
 +-----------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorials_analysis-1d_extended_source_spectral_analysis.py` (``extended_source_spectral_analysis.py``) | 00:07.934 | 0.0 MB |
+| :ref:`sphx_glr_tutorials_analysis-1d_extended_source_spectral_analysis.py` (``extended_source_spectral_analysis.py``) | 00:06.847 | 0.0 MB |
 +-----------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorials_analysis-1d_spectral_analysis_rad_max.py` (``spectral_analysis_rad_max.py``)                 | 00:07.512 | 0.0 MB |
+| :ref:`sphx_glr_tutorials_analysis-1d_spectral_analysis_rad_max.py` (``spectral_analysis_rad_max.py``)                 | 00:05.987 | 0.0 MB |
 +-----------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorials_analysis-1d_sed_fitting.py` (``sed_fitting.py``)                                             | 00:05.655 | 0.0 MB |
+| :ref:`sphx_glr_tutorials_analysis-1d_sed_fitting.py` (``sed_fitting.py``)                                             | 00:04.618 | 0.0 MB |
 +-----------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorials_analysis-1d_cta_sensitivity.py` (``cta_sensitivity.py``)                                     | 00:01.447 | 0.0 MB |
+| :ref:`sphx_glr_tutorials_analysis-1d_cta_sensitivity.py` (``cta_sensitivity.py``)                                     | 00:01.167 | 0.0 MB |
 +-----------------------------------------------------------------------------------------------------------------------+-----------+--------+
diff --git a/docs/dev/_sources/tutorials/analysis-1d/spectral_analysis.rst.txt b/docs/dev/_sources/tutorials/analysis-1d/spectral_analysis.rst.txt
index 8f1cc059ff8..55e80d3fb95 100644
--- a/docs/dev/_sources/tutorials/analysis-1d/spectral_analysis.rst.txt
+++ b/docs/dev/_sources/tutorials/analysis-1d/spectral_analysis.rst.txt
@@ -206,7 +206,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.2.dev873+gb7de5d9b7 
+            version                : 1.2.dev876+ga0053ed8d 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -847,7 +847,7 @@ Here is a the table of the resulting flux points:
      8.462  6.778 10.564 ...    True 0.200 .. 5.000   28.474 .. 55.783
     11.803 10.564 13.189 ...    True 0.200 .. 5.000   12.285 .. 18.679
     16.465 13.189 20.556 ...    True 0.200 .. 5.000    9.622 .. 17.557
-    25.663 20.556 32.040 ...    True 0.200 .. 5.000     0.866 .. 6.774
+    25.663 20.556 32.040 ...   False 0.200 .. 5.000     0.866 .. 6.774
 
 
 
@@ -1109,7 +1109,7 @@ tutorial.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 0 minutes  23.583 seconds)
+   **Total running time of the script:** ( 0 minutes  19.648 seconds)
 
 
 .. _sphx_glr_download_tutorials_analysis-1d_spectral_analysis.py:
diff --git a/docs/dev/_sources/tutorials/analysis-1d/spectral_analysis_hli.rst.txt b/docs/dev/_sources/tutorials/analysis-1d/spectral_analysis_hli.rst.txt
index 33986862430..191e68ad09c 100644
--- a/docs/dev/_sources/tutorials/analysis-1d/spectral_analysis_hli.rst.txt
+++ b/docs/dev/_sources/tutorials/analysis-1d/spectral_analysis_hli.rst.txt
@@ -151,7 +151,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.2.dev873+gb7de5d9b7 
+            version                : 1.2.dev876+ga0053ed8d 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -981,12 +981,12 @@ This is how we can write the model back to file again:
             type: PowerLawSpectralModel
             parameters:
             -   name: index
-                value: 2.676836990188792
-                error: 0.10350021860740599
+                value: 2.6768369901788422
+                error: 0.10350021262006437
             -   name: amplitude
-                value: 4.679478012854058e-11
+                value: 4.679478012795579e-11
                 unit: cm-2 s-1 TeV-1
-                error: 4.678684049503813e-12
+                error: 4.678683942000057e-12
             -   name: reference
                 value: 1.0
                 unit: TeV
@@ -1147,7 +1147,7 @@ both methods on a unique plot.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 0 minutes  13.570 seconds)
+   **Total running time of the script:** ( 0 minutes  11.351 seconds)
 
 
 .. _sphx_glr_download_tutorials_analysis-1d_spectral_analysis_hli.py:
diff --git a/docs/dev/_sources/tutorials/analysis-1d/spectral_analysis_rad_max.rst.txt b/docs/dev/_sources/tutorials/analysis-1d/spectral_analysis_rad_max.rst.txt
index 78221134acc..a70d2a79ec2 100644
--- a/docs/dev/_sources/tutorials/analysis-1d/spectral_analysis_rad_max.rst.txt
+++ b/docs/dev/_sources/tutorials/analysis-1d/spectral_analysis_rad_max.rst.txt
@@ -206,7 +206,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.2.dev873+gb7de5d9b7 
+            version                : 1.2.dev876+ga0053ed8d 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -747,10 +747,10 @@ provide a good distribution of the background.
 
       model     type      name     value    ... frozen is_norm link prior
     --------- -------- --------- ---------- ... ------ ------- ---- -----
-    simulated spectral amplitude 4.2319e-11 ...  False    True       None
+    simulated spectral amplitude 4.2352e-11 ...  False    True       None
     simulated spectral reference 1.0000e+00 ...   True   False       None
-    simulated spectral     alpha 2.4712e+00 ...  False   False       None
-    simulated spectral      beta 1.1163e-01 ...  False   False       None
+    simulated spectral     alpha 2.6170e+00 ...  False   False       None
+    simulated spectral      beta 1.9949e-01 ...  False   False       None
 
 
 
diff --git a/docs/dev/_sources/tutorials/analysis-1d/spectrum_simulation.rst.txt b/docs/dev/_sources/tutorials/analysis-1d/spectrum_simulation.rst.txt
index 36dc56765b8..ca983eb2a54 100644
--- a/docs/dev/_sources/tutorials/analysis-1d/spectrum_simulation.rst.txt
+++ b/docs/dev/_sources/tutorials/analysis-1d/spectrum_simulation.rst.txt
@@ -143,7 +143,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.2.dev873+gb7de5d9b7 
+            version                : 1.2.dev876+ga0053ed8d 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -407,14 +407,14 @@ dealing with simulations based on observations of real off counts.
     SpectrumDatasetOnOff
     --------------------
 
-      Name                            : 7TEWn_LR 
+      Name                            : AkkTDS7J 
 
-      Total counts                    : 304 
-      Total background counts         : 22.00
-      Total excess counts             : 282.00
+      Total counts                    : 282 
+      Total background counts         : 24.20
+      Total excess counts             : 257.80
 
-      Predicted counts                : 303.36
-      Predicted background counts     : 21.99
+      Predicted counts                : 305.17
+      Predicted background counts     : 23.80
       Predicted excess counts         : 281.37
 
       Exposure min                    : 2.53e+08 m2 s
@@ -424,7 +424,7 @@ dealing with simulations based on observations of real off counts.
       Number of fit bins              : 9 
 
       Fit statistic type              : wstat
-      Fit statistic value (-2 log(L)) : 3.52
+      Fit statistic value (-2 log(L)) : 7.90
 
       Number of models                : 1 
       Number of parameters            : 3
@@ -442,7 +442,7 @@ dealing with simulations based on observations of real off counts.
           amplitude                     :   2.50e-12   +/- 0.0e+00 1 / (cm2 s TeV)
           reference             (frozen):      1.000       TeV         
   
-        Total counts_off                : 110 
+        Total counts_off                : 121 
       Acceptance                      : 9 
       Acceptance off                  : 45 
 
@@ -608,7 +608,7 @@ very well with the spectrum that we initially injected.
 
  .. code-block:: none
 
-    index: 3.0036925550381217 += 0.08081469527619482
+    index: 3.0036925550401095 += 0.08081469527291649
 
 
 
@@ -629,7 +629,7 @@ Exercises
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 0 minutes  12.962 seconds)
+   **Total running time of the script:** ( 0 minutes  10.062 seconds)
 
 
 .. _sphx_glr_download_tutorials_analysis-1d_spectrum_simulation.py:
diff --git a/docs/dev/_sources/tutorials/analysis-2d/detect.rst.txt b/docs/dev/_sources/tutorials/analysis-2d/detect.rst.txt
index 5429dbdc8d2..934611aaf8c 100644
--- a/docs/dev/_sources/tutorials/analysis-2d/detect.rst.txt
+++ b/docs/dev/_sources/tutorials/analysis-2d/detect.rst.txt
@@ -124,7 +124,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.2.dev873+gb7de5d9b7 
+            version                : 1.2.dev876+ga0053ed8d 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -508,7 +508,7 @@ Here’s some suggestions what to do next:
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 0 minutes  30.242 seconds)
+   **Total running time of the script:** ( 0 minutes  21.163 seconds)
 
 
 .. _sphx_glr_download_tutorials_analysis-2d_detect.py:
diff --git a/docs/dev/_sources/tutorials/analysis-2d/modeling_2D.rst.txt b/docs/dev/_sources/tutorials/analysis-2d/modeling_2D.rst.txt
index 10c469986c1..fc72953429e 100644
--- a/docs/dev/_sources/tutorials/analysis-2d/modeling_2D.rst.txt
+++ b/docs/dev/_sources/tutorials/analysis-2d/modeling_2D.rst.txt
@@ -125,7 +125,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.2.dev873+gb7de5d9b7 
+            version                : 1.2.dev876+ga0053ed8d 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -545,11 +545,6 @@ We will freeze the parameters of the background
 
 
 
-.. rst-class:: sphx-glr-timing
-
-   **Total running time of the script:** ( 0 minutes  10.159 seconds)
-
-
 .. _sphx_glr_download_tutorials_analysis-2d_modeling_2D.py:
 
 .. only:: html
diff --git a/docs/dev/_sources/tutorials/analysis-2d/ring_background.rst.txt b/docs/dev/_sources/tutorials/analysis-2d/ring_background.rst.txt
index e1a650d0170..7da6ee2a66a 100644
--- a/docs/dev/_sources/tutorials/analysis-2d/ring_background.rst.txt
+++ b/docs/dev/_sources/tutorials/analysis-2d/ring_background.rst.txt
@@ -127,7 +127,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.2.dev873+gb7de5d9b7 
+            version                : 1.2.dev876+ga0053ed8d 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -524,12 +524,12 @@ events in the `on` and `off` regions respectively.
 
       Name                            : stacked 
 
-      Total counts                    : 40051 
-      Total background counts         : 39151.26
-      Total excess counts             : 899.74
+      Total counts                    : 39183 
+      Total background counts         : 38320.57
+      Total excess counts             : 862.43
 
-      Predicted counts                : 39151.62
-      Predicted background counts     : 39151.62
+      Predicted counts                : 38320.92
+      Predicted background counts     : 38320.92
       Predicted excess counts         : nan
 
       Exposure min                    : 1.11e+09 m2 s
@@ -539,15 +539,15 @@ events in the `on` and `off` regions respectively.
       Number of fit bins              : 22500 
 
       Fit statistic type              : wstat
-      Fit statistic value (-2 log(L)) : 26392.57
+      Fit statistic value (-2 log(L)) : 26399.35
 
       Number of models                : 0 
       Number of parameters            : 0
       Number of free parameters       : 0
 
-      Total counts_off                : 88113384 
+      Total counts_off                : 86301192 
       Acceptance                      : 22500 
-      Acceptance off                  : 49447600 
+      Acceptance off                  : 49478072 
 
 
 
@@ -666,7 +666,7 @@ to be a standard normal distribution.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 0 minutes  22.400 seconds)
+   **Total running time of the script:** ( 0 minutes  18.626 seconds)
 
 
 .. _sphx_glr_download_tutorials_analysis-2d_ring_background.py:
diff --git a/docs/dev/_sources/tutorials/analysis-2d/sg_execution_times.rst.txt b/docs/dev/_sources/tutorials/analysis-2d/sg_execution_times.rst.txt
index b36a81e9442..5adaba359b3 100644
--- a/docs/dev/_sources/tutorials/analysis-2d/sg_execution_times.rst.txt
+++ b/docs/dev/_sources/tutorials/analysis-2d/sg_execution_times.rst.txt
@@ -6,12 +6,12 @@
 
 Computation times
 =================
-**01:02.801** total execution time for **tutorials_analysis-2d** files:
+**00:48.173** total execution time for **tutorials_analysis-2d** files:
 
 +-----------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorials_analysis-2d_detect.py` (``detect.py``)                   | 00:30.242 | 0.0 MB |
+| :ref:`sphx_glr_tutorials_analysis-2d_detect.py` (``detect.py``)                   | 00:21.163 | 0.0 MB |
 +-----------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorials_analysis-2d_ring_background.py` (``ring_background.py``) | 00:22.400 | 0.0 MB |
+| :ref:`sphx_glr_tutorials_analysis-2d_ring_background.py` (``ring_background.py``) | 00:18.626 | 0.0 MB |
 +-----------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorials_analysis-2d_modeling_2D.py` (``modeling_2D.py``)         | 00:10.159 | 0.0 MB |
+| :ref:`sphx_glr_tutorials_analysis-2d_modeling_2D.py` (``modeling_2D.py``)         | 00:08.385 | 0.0 MB |
 +-----------------------------------------------------------------------------------+-----------+--------+
diff --git a/docs/dev/_sources/tutorials/analysis-3d/analysis_3d.rst.txt b/docs/dev/_sources/tutorials/analysis-3d/analysis_3d.rst.txt
index fb4d735ca04..fb6d98f58aa 100644
--- a/docs/dev/_sources/tutorials/analysis-3d/analysis_3d.rst.txt
+++ b/docs/dev/_sources/tutorials/analysis-3d/analysis_3d.rst.txt
@@ -98,7 +98,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.2.dev873+gb7de5d9b7 
+            version                : 1.2.dev876+ga0053ed8d 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -478,7 +478,7 @@ To plot a smooth counts map
 
  .. code-block:: none
 
-    
    
    interactive(children=(SelectionSlider(continuous_update=False, description='Select energy:', layout=Layout(width='50%'), options=('100 GeV - 158 GeV', '158 GeV - 251 GeV', '251 GeV - 398 GeV', '398 GeV - 631 GeV', '631 GeV - 1.00 TeV', '1.00 TeV - 1.58 TeV', '1.58 TeV - 2.51 TeV', '2.51 TeV - 3.98 TeV', '3.98 TeV - 6.31 TeV', '6.31 TeV - 10.0 TeV'), style=SliderStyle(description_width='initial'), value='100 GeV - 158 GeV'), RadioButtons(description='Select stretch:', index=1, options=('linear', 'sqrt', 'log'), style=DescriptionStyle(description_width='initial'), value='sqrt'), Output()), _dom_classes=('widget-interact',))
+    
    
    interactive(children=(SelectionSlider(continuous_update=False, description='Select energy:', layout=Layout(width='50%'), options=('100 GeV - 158 GeV', '158 GeV - 251 GeV', '251 GeV - 398 GeV', '398 GeV - 631 GeV', '631 GeV - 1.00 TeV', '1.00 TeV - 1.58 TeV', '1.58 TeV - 2.51 TeV', '2.51 TeV - 3.98 TeV', '3.98 TeV - 6.31 TeV', '6.31 TeV - 10.00 TeV'), style=SliderStyle(description_width='initial'), value='100 GeV - 158 GeV'), RadioButtons(description='Select stretch:', index=1, options=('linear', 'sqrt', 'log'), style=DescriptionStyle(description_width='initial'), value='sqrt'), Output()), _dom_classes=('widget-interact',))
 
 
 
@@ -509,7 +509,7 @@ And the background map
 
  .. code-block:: none
 
-    
    
    interactive(children=(SelectionSlider(continuous_update=False, description='Select energy:', layout=Layout(width='50%'), options=('100 GeV - 158 GeV', '158 GeV - 251 GeV', '251 GeV - 398 GeV', '398 GeV - 631 GeV', '631 GeV - 1.00 TeV', '1.00 TeV - 1.58 TeV', '1.58 TeV - 2.51 TeV', '2.51 TeV - 3.98 TeV', '3.98 TeV - 6.31 TeV', '6.31 TeV - 10.0 TeV'), style=SliderStyle(description_width='initial'), value='100 GeV - 158 GeV'), RadioButtons(description='Select stretch:', index=1, options=('linear', 'sqrt', 'log'), style=DescriptionStyle(description_width='initial'), value='sqrt'), Output()), _dom_classes=('widget-interact',))
+    
    
    interactive(children=(SelectionSlider(continuous_update=False, description='Select energy:', layout=Layout(width='50%'), options=('100 GeV - 158 GeV', '158 GeV - 251 GeV', '251 GeV - 398 GeV', '398 GeV - 631 GeV', '631 GeV - 1.00 TeV', '1.00 TeV - 1.58 TeV', '1.58 TeV - 2.51 TeV', '2.51 TeV - 3.98 TeV', '3.98 TeV - 6.31 TeV', '6.31 TeV - 10.00 TeV'), style=SliderStyle(description_width='initial'), value='100 GeV - 158 GeV'), RadioButtons(description='Select stretch:', index=1, options=('linear', 'sqrt', 'log'), style=DescriptionStyle(description_width='initial'), value='sqrt'), Output()), _dom_classes=('widget-interact',))
 
 
 
@@ -702,7 +702,7 @@ We can access the results dictionary to see if the fit converged:
             method     : migrad
             success    : True
             message    : Optimization terminated successfully.
-            nfev       : 184
+            nfev       : 191
             total stat : 180458.06
 
     CovarianceResult
@@ -739,13 +739,13 @@ Check best-fit parameters and error estimates:
 
        model      type      name      value    ... frozen is_norm link prior
     ----------- -------- --------- ----------- ... ------ ------- ---- -----
-      gc-source spectral     index  2.4143e+00 ...  False   False       None
-      gc-source spectral amplitude  2.6631e-12 ...  False    True       None
+      gc-source spectral     index  2.4142e+00 ...  False   False       None
+      gc-source spectral amplitude  2.6639e-12 ...  False    True       None
       gc-source spectral reference  1.0000e+00 ...   True   False       None
-      gc-source spectral   lambda_ -1.3375e-02 ...  False   False       None
+      gc-source spectral   lambda_ -1.3272e-02 ...  False   False       None
       gc-source spectral     alpha  1.0000e+00 ...   True   False       None
-      gc-source  spatial     lon_0 -4.8062e-02 ...  False   False       None
-      gc-source  spatial     lat_0 -5.2606e-02 ...  False   False       None
+      gc-source  spatial     lon_0 -4.8059e-02 ...  False   False       None
+      gc-source  spatial     lat_0 -5.2602e-02 ...  False   False       None
     stacked-bkg spectral      norm  1.3481e+00 ...  False    True       None
     stacked-bkg spectral      tilt  0.0000e+00 ...   True   False       None
     stacked-bkg spectral reference  1.0000e+00 ...   True   False       None
@@ -847,7 +847,7 @@ A more accurate way to inspect spatial residuals is the following:
 
 
 .. image-sg:: /tutorials/analysis-3d/images/sphx_glr_analysis_3d_008.png
-   :alt: Energy 100 GeV - 1.00 TeV, Energy 1.00 TeV - 10.0 TeV
+   :alt: Energy 100 GeV - 1.00 TeV, Energy 1.00 TeV - 10.00 TeV
    :srcset: /tutorials/analysis-3d/images/sphx_glr_analysis_3d_008.png
    :class: sphx-glr-single-img
 
@@ -951,21 +951,21 @@ Data reduction
     Dataset 0: 
 
       Type       : MapDataset
-      Name       : XGxBetth
+      Name       : WZtq-LZ8
       Instrument : CTA
       Models     : 
 
     Dataset 1: 
 
       Type       : MapDataset
-      Name       : AAvveYfx
+      Name       : ZDMijAlk
       Instrument : CTA
       Models     : 
 
     Dataset 2: 
 
       Type       : MapDataset
-      Name       : DBv-FRqU
+      Name       : 2RPlr6TV
       Instrument : CTA
       Models     : 
 
@@ -998,7 +998,7 @@ You can access each one by name or by index, eg:
     MapDataset
     ----------
 
-      Name                            : XGxBetth 
+      Name                            : WZtq-LZ8 
 
       Total counts                    : 40481 
       Total background counts         : 36014.51
@@ -1066,9 +1066,9 @@ map, omit the region argument.
       name   counts       excess      ... n_fit_bins stat_type stat_sum
                                       ...                              
     -------- ------ ----------------- ... ---------- --------- --------
-    XGxBetth  40481       4466.484375 ...     693940      cash      nan
-    AAvveYfx  40525 4510.505523195905 ...     693940      cash      nan
-    DBv-FRqU  40235 4220.480554966147 ...     693940      cash      nan
+    WZtq-LZ8  40481       4466.484375 ...     693940      cash      nan
+    ZDMijAlk  40525 4510.505523195905 ...     693940      cash      nan
+    2RPlr6TV  40235 4220.480554966147 ...     693940      cash      nan
     Models
 
     Component 0: SkyModel
@@ -1089,8 +1089,8 @@ map, omit the region argument.
 
     Component 1: FoVBackgroundModel
 
-      Name                      : XGxBetth-bkg
-      Datasets names            : ['XGxBetth']
+      Name                      : WZtq-LZ8-bkg
+      Datasets names            : ['WZtq-LZ8']
       Spectral model type       : PowerLawNormSpectralModel
       Parameters:
         norm                          :      1.000   +/-    0.00             
@@ -1099,8 +1099,8 @@ map, omit the region argument.
 
     Component 2: FoVBackgroundModel
 
-      Name                      : AAvveYfx-bkg
-      Datasets names            : ['AAvveYfx']
+      Name                      : ZDMijAlk-bkg
+      Datasets names            : ['ZDMijAlk']
       Spectral model type       : PowerLawNormSpectralModel
       Parameters:
         norm                          :      1.000   +/-    0.00             
@@ -1109,8 +1109,8 @@ map, omit the region argument.
 
     Component 3: FoVBackgroundModel
 
-      Name                      : DBv-FRqU-bkg
-      Datasets names            : ['DBv-FRqU']
+      Name                      : 2RPlr6TV-bkg
+      Datasets names            : ['2RPlr6TV']
       Spectral model type       : PowerLawNormSpectralModel
       Parameters:
         norm                          :      1.000   +/-    0.00             
@@ -1170,7 +1170,7 @@ We can access the results dictionary to see if the fit converged:
             method     : migrad
             success    : True
             message    : Optimization terminated successfully.
-            nfev       : 220
+            nfev       : 188
             total stat : 748259.16
 
     CovarianceResult
@@ -1216,7 +1216,7 @@ Check best-fit parameters and error estimates:
       Temporal model type       : 
       Parameters:
         index                         :      2.272   +/-    0.08             
-        amplitude                     :   2.84e-12   +/- 3.1e-13 1 / (cm2 s TeV)
+        amplitude                     :   2.84e-12   +/- 3.2e-13 1 / (cm2 s TeV)
         reference             (frozen):      1.000       TeV         
         lambda_                       :      0.039   +/-    0.05 1 / TeV     
         alpha                 (frozen):      1.000                   
@@ -1225,8 +1225,8 @@ Check best-fit parameters and error estimates:
 
     Component 1: FoVBackgroundModel
 
-      Name                      : XGxBetth-bkg
-      Datasets names            : ['XGxBetth']
+      Name                      : WZtq-LZ8-bkg
+      Datasets names            : ['WZtq-LZ8']
       Spectral model type       : PowerLawNormSpectralModel
       Parameters:
         norm                          :      1.118   +/-    0.01             
@@ -1235,8 +1235,8 @@ Check best-fit parameters and error estimates:
 
     Component 2: FoVBackgroundModel
 
-      Name                      : AAvveYfx-bkg
-      Datasets names            : ['AAvveYfx']
+      Name                      : ZDMijAlk-bkg
+      Datasets names            : ['ZDMijAlk']
       Spectral model type       : PowerLawNormSpectralModel
       Parameters:
         norm                          :      1.119   +/-    0.01             
@@ -1245,8 +1245,8 @@ Check best-fit parameters and error estimates:
 
     Component 3: FoVBackgroundModel
 
-      Name                      : DBv-FRqU-bkg
-      Datasets names            : ['DBv-FRqU']
+      Name                      : 2RPlr6TV-bkg
+      Datasets names            : ['2RPlr6TV']
       Spectral model type       : PowerLawNormSpectralModel
       Parameters:
         norm                          :      1.111   +/-    0.01             
@@ -1375,7 +1375,7 @@ Exercises
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 1 minutes  1.273 seconds)
+   **Total running time of the script:** ( 0 minutes  52.414 seconds)
 
 
 .. _sphx_glr_download_tutorials_analysis-3d_analysis_3d.py:
diff --git a/docs/dev/_sources/tutorials/analysis-3d/analysis_mwl.rst.txt b/docs/dev/_sources/tutorials/analysis-3d/analysis_mwl.rst.txt
index 7d9ad8d4066..d4428f22fd7 100644
--- a/docs/dev/_sources/tutorials/analysis-3d/analysis_mwl.rst.txt
+++ b/docs/dev/_sources/tutorials/analysis-3d/analysis_mwl.rst.txt
@@ -123,7 +123,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.2.dev873+gb7de5d9b7 
+            version                : 1.2.dev876+ga0053ed8d 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
diff --git a/docs/dev/_sources/tutorials/analysis-3d/cta_data_analysis.rst.txt b/docs/dev/_sources/tutorials/analysis-3d/cta_data_analysis.rst.txt
index daa299a90f5..5e0c4155865 100644
--- a/docs/dev/_sources/tutorials/analysis-3d/cta_data_analysis.rst.txt
+++ b/docs/dev/_sources/tutorials/analysis-3d/cta_data_analysis.rst.txt
@@ -121,7 +121,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.2.dev873+gb7de5d9b7 
+            version                : 1.2.dev876+ga0053ed8d 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -811,15 +811,15 @@ profile to compute the flux and flux error.
 
     

     
Table length=5
-    

     
e_refe_mine_maxdndednde_errpdnde_errndnde_ulsqrt_tsis_ul

     
GeVGeVGeV1 / (cm2 GeV s)1 / (cm2 GeV s)1 / (cm2 GeV s)1 / (cm2 GeV s)

     
float64float64float64float64float64float64float64float32bool

+    

-    
-    
-    
-    
-    
+    
+    
+    
+    
+    

     
e_refe_mine_maxdndednde_errtssqrt_tsnprednpred_excessstatcountssuccess

     
TeVTeVTeV1 / (cm2 s TeV)1 / (cm2 s TeV)

     
float64float64float64float64float64float64float64float64[1]float32[1]float64float64[1]bool
1.3750.9462.0001.447e-121.783e-13152.51312.350105.7752244878226383.8989213.412106.0True
2.6992.0003.6413.563e-134.835e-14150.65412.27473.0251191219844263.132472.24573.0True
5.2953.6417.7007.332e-141.138e-14121.57011.02653.98359208475904647.4558750.62454.0True
11.1987.70016.2846.353e-152.154e-1521.7894.66813.18842983819716610.6604475.74413.0True
21.97116.28429.6451.109e-156.938e-166.2502.5004.14531053887243.1979892.8994.0True
1.3750.9462.0001.447e-121.783e-13152.51312.350105.7752244874736883.8989213.412106.0True
2.6992.0003.6413.563e-134.835e-14150.65412.27473.0251191214878963.132472.24573.0True
5.2953.6417.7007.332e-141.138e-14121.57011.02653.9835920848837647.4558750.62454.0True
11.1987.70016.2846.353e-152.154e-1521.7894.66813.18842983819364910.6604475.74413.0True
21.97116.28429.6451.109e-156.938e-166.2502.5004.1453105388128773.1979892.8994.0True

     

     

     

@@ -905,7 +905,7 @@ What next?
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 0 minutes  29.400 seconds)
+   **Total running time of the script:** ( 0 minutes  22.962 seconds)
 
 
 .. _sphx_glr_download_tutorials_analysis-3d_cta_data_analysis.py:
diff --git a/docs/dev/_sources/tutorials/analysis-3d/event_sampling.rst.txt b/docs/dev/_sources/tutorials/analysis-3d/event_sampling.rst.txt
index c4acce76271..6f3ebcf6683 100644
--- a/docs/dev/_sources/tutorials/analysis-3d/event_sampling.rst.txt
+++ b/docs/dev/_sources/tutorials/analysis-3d/event_sampling.rst.txt
@@ -175,7 +175,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.2.dev873+gb7de5d9b7 
+            version                : 1.2.dev876+ga0053ed8d 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -691,8 +691,8 @@ Let’s fit the data and look at the results:
             method     : migrad
             success    : True
             message    : Optimization terminated successfully.
-            nfev       : 100
-            total stat : 76404.78
+            nfev       : 102
+            total stat : 76404.71
 
     CovarianceResult
 
@@ -1140,8 +1140,8 @@ You can now load the event list and the corresponding IRFs with
                 s           s              s         ...                         
     ------ ----------- ----------- ----------------- ... -------- ------- -------
          0 631155605.0 631159205.0 3600.000000000006 ...        s     utc   LOCAL
-         1 631170005.0 631173605.0 3600.000000000002 ...        s     utc   LOCAL
          2 631177205.0 631180805.0 3599.999999999997 ...        s     utc   LOCAL
+         1 631170005.0 631173605.0 3600.000000000002 ...        s     utc   LOCAL
 
 
 
@@ -1188,7 +1188,7 @@ Exercises
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 1 minutes  1.130 seconds)
+   **Total running time of the script:** ( 0 minutes  57.319 seconds)
 
 
 .. _sphx_glr_download_tutorials_analysis-3d_event_sampling.py:
diff --git a/docs/dev/_sources/tutorials/analysis-3d/event_sampling_nrg_depend_models.rst.txt b/docs/dev/_sources/tutorials/analysis-3d/event_sampling_nrg_depend_models.rst.txt
index 620ae0c3b56..506b341b493 100644
--- a/docs/dev/_sources/tutorials/analysis-3d/event_sampling_nrg_depend_models.rst.txt
+++ b/docs/dev/_sources/tutorials/analysis-3d/event_sampling_nrg_depend_models.rst.txt
@@ -125,7 +125,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.2.dev873+gb7de5d9b7 
+            version                : 1.2.dev876+ga0053ed8d 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
diff --git a/docs/dev/_sources/tutorials/analysis-3d/flux_profiles.rst.txt b/docs/dev/_sources/tutorials/analysis-3d/flux_profiles.rst.txt
index 562d8faeb0d..51c28452644 100644
--- a/docs/dev/_sources/tutorials/analysis-3d/flux_profiles.rst.txt
+++ b/docs/dev/_sources/tutorials/analysis-3d/flux_profiles.rst.txt
@@ -132,7 +132,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.2.dev873+gb7de5d9b7 
+            version                : 1.2.dev876+ga0053ed8d 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -375,7 +375,7 @@ We can see the full configuration by printing the estimator object:
     --------------------
 
       energy_edges           : [  10. 2000.] GeV
-      fit                    : 
+      fit                    : 
       n_jobs                 : None
       n_sigma                : 1
       n_sigma_ul             : 2
@@ -608,11 +608,11 @@ using:
      0.5882352941176467 0.9803921568627443 0.7843137254901955 ...  163.0    True
      0.9803921568627443 1.3725490196078436  1.176470588235294 ...  448.0    True
      1.3725490196078436  1.764705882352942 1.5686274509803928 ...  599.0    True
-      1.764705882352942   2.15686274509804  1.960784313725491 ...  354.0    True
-       2.15686274509804  2.549019607843138 2.3529411764705888 ...  367.0    True
-      2.549019607843138  2.941176470588236  2.745098039215687 ...  339.0    True
-      2.941176470588236 3.3333333333333344  3.137254901960785 ...  531.0    True
-     3.3333333333333344  3.725490196078432  3.529411764705883 ...  458.0    True
+      1.764705882352942 2.1568627450980404 1.9607843137254912 ...  354.0    True
+     2.1568627450980404  2.549019607843138  2.352941176470589 ...  367.0    True
+      2.549019607843138 2.9411764705882364  2.745098039215687 ...  339.0    True
+     2.9411764705882364  3.333333333333335 3.1372549019607856 ...  531.0    True
+      3.333333333333335 3.7254901960784315  3.529411764705883 ...  458.0    True
                     ...                ...                ... ...    ...     ...
      15.882352941176466 16.274509803921596  16.07843137254903 ...  321.0    True
      16.274509803921596 16.666666666666696 16.470588235294144 ...  421.0    True
@@ -620,9 +620,9 @@ using:
      17.058823529411775   17.4509803921569 17.254901960784338 ...  374.0    True
        17.4509803921569 17.843137254902004 17.647058823529452 ...  370.0    True
      17.843137254902004 18.235294117647083 18.039215686274545 ...  410.0    True
-     18.235294117647083 18.627450980392158  18.43137254901962 ...  336.0    True
-     18.627450980392158  19.01960784313726  18.82352941176471 ...  172.0    True
-      19.01960784313726  19.41176470588239 19.215686274509824 ...    0.0   False
+     18.235294117647083  18.62745098039216  18.43137254901962 ...  336.0    True
+      18.62745098039216 19.019607843137262  18.82352941176471 ...  172.0    True
+     19.019607843137262  19.41176470588239 19.215686274509828 ...    0.0   False
       19.41176470588239 19.803921568627494 19.607843137254942 ...    0.0   False
     Length = 51 rows
 
@@ -800,7 +800,7 @@ And now plot the points together with the likelihood profiles:
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 0 minutes  33.874 seconds)
+   **Total running time of the script:** ( 0 minutes  27.166 seconds)
 
 
 .. _sphx_glr_download_tutorials_analysis-3d_flux_profiles.py:
diff --git a/docs/dev/_sources/tutorials/analysis-3d/sg_execution_times.rst.txt b/docs/dev/_sources/tutorials/analysis-3d/sg_execution_times.rst.txt
index 0169c03b19a..b8039c62fe1 100644
--- a/docs/dev/_sources/tutorials/analysis-3d/sg_execution_times.rst.txt
+++ b/docs/dev/_sources/tutorials/analysis-3d/sg_execution_times.rst.txt
@@ -6,20 +6,20 @@
 
 Computation times
 =================
-**03:41.393** total execution time for **tutorials_analysis-3d** files:
+**03:10.266** total execution time for **tutorials_analysis-3d** files:
 
 +---------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorials_analysis-3d_analysis_3d.py` (``analysis_3d.py``)                                           | 01:01.273 | 0.0 MB |
+| :ref:`sphx_glr_tutorials_analysis-3d_event_sampling.py` (``event_sampling.py``)                                     | 00:57.319 | 0.0 MB |
 +---------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorials_analysis-3d_event_sampling.py` (``event_sampling.py``)                                     | 01:01.130 | 0.0 MB |
+| :ref:`sphx_glr_tutorials_analysis-3d_analysis_3d.py` (``analysis_3d.py``)                                           | 00:52.414 | 0.0 MB |
 +---------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorials_analysis-3d_flux_profiles.py` (``flux_profiles.py``)                                       | 00:33.874 | 0.0 MB |
+| :ref:`sphx_glr_tutorials_analysis-3d_flux_profiles.py` (``flux_profiles.py``)                                       | 00:27.166 | 0.0 MB |
 +---------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorials_analysis-3d_cta_data_analysis.py` (``cta_data_analysis.py``)                               | 00:29.400 | 0.0 MB |
+| :ref:`sphx_glr_tutorials_analysis-3d_cta_data_analysis.py` (``cta_data_analysis.py``)                               | 00:22.962 | 0.0 MB |
 +---------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorials_analysis-3d_simulate_3d.py` (``simulate_3d.py``)                                           | 00:20.415 | 0.0 MB |
+| :ref:`sphx_glr_tutorials_analysis-3d_simulate_3d.py` (``simulate_3d.py``)                                           | 00:18.231 | 0.0 MB |
 +---------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorials_analysis-3d_analysis_mwl.py` (``analysis_mwl.py``)                                         | 00:09.029 | 0.0 MB |
+| :ref:`sphx_glr_tutorials_analysis-3d_analysis_mwl.py` (``analysis_mwl.py``)                                         | 00:07.007 | 0.0 MB |
 +---------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorials_analysis-3d_event_sampling_nrg_depend_models.py` (``event_sampling_nrg_depend_models.py``) | 00:06.274 | 0.0 MB |
+| :ref:`sphx_glr_tutorials_analysis-3d_event_sampling_nrg_depend_models.py` (``event_sampling_nrg_depend_models.py``) | 00:05.168 | 0.0 MB |
 +---------------------------------------------------------------------------------------------------------------------+-----------+--------+
diff --git a/docs/dev/_sources/tutorials/analysis-3d/simulate_3d.rst.txt b/docs/dev/_sources/tutorials/analysis-3d/simulate_3d.rst.txt
index cd056700e0f..e13680eebe0 100644
--- a/docs/dev/_sources/tutorials/analysis-3d/simulate_3d.rst.txt
+++ b/docs/dev/_sources/tutorials/analysis-3d/simulate_3d.rst.txt
@@ -300,9 +300,9 @@ the `selection` of the maps that you want to produce
 
       Name                            : dataset-simu 
 
-      Total counts                    : 170012 
+      Total counts                    : 170334 
       Total background counts         : 161250.95
-      Total excess counts             : 8761.05
+      Total excess counts             : 9083.05
 
       Predicted counts                : 169871.61
       Predicted background counts     : 161250.95
@@ -315,7 +315,7 @@ the `selection` of the maps that you want to produce
       Number of fit bins              : 804492 
 
       Fit statistic type              : cash
-      Fit statistic value (-2 log(L)) : 563365.03
+      Fit statistic value (-2 log(L)) : 561596.49
 
       Number of models                : 2 
       Number of parameters            : 11
@@ -384,7 +384,7 @@ tutorial.
 
  .. code-block:: none
 
-    
    
    interactive(children=(SelectionSlider(continuous_update=False, description='Select energy:', layout=Layout(width='50%'), options=('100 GeV - 167 GeV', '167 GeV - 278 GeV', '278 GeV - 464 GeV', '464 GeV - 774 GeV', '774 GeV - 1.29 TeV', '1.29 TeV - 2.15 TeV', '2.15 TeV - 3.59 TeV', '3.59 TeV - 5.99 TeV', '5.99 TeV - 10.0 TeV'), style=SliderStyle(description_width='initial'), value='100 GeV - 167 GeV'), RadioButtons(description='Select stretch:', options=('linear', 'sqrt', 'log'), style=DescriptionStyle(description_width='initial'), value='linear'), Output()), _dom_classes=('widget-interact',))
+    
    
    interactive(children=(SelectionSlider(continuous_update=False, description='Select energy:', layout=Layout(width='50%'), options=('100 GeV - 167 GeV', '167 GeV - 278 GeV', '278 GeV - 464 GeV', '464 GeV - 774 GeV', '774 GeV - 1.29 TeV', '1.29 TeV - 2.15 TeV', '2.15 TeV - 3.59 TeV', '3.59 TeV - 5.99 TeV', '5.99 TeV - 10.00 TeV'), style=SliderStyle(description_width='initial'), value='100 GeV - 167 GeV'), RadioButtons(description='Select stretch:', options=('linear', 'sqrt', 'log'), style=DescriptionStyle(description_width='initial'), value='linear'), Output()), _dom_classes=('widget-interact',))
 
 
 
@@ -534,11 +534,11 @@ Compare the injected and fitted models:
       Spatial  model type       : GaussianSpatialModel
       Temporal model type       : 
       Parameters:
-        index                         :      2.966   +/-    0.02             
-        amplitude                     :   1.06e-11   +/- 3.3e-13 1 / (cm2 s TeV)
+        index                         :      3.035   +/-    0.02             
+        amplitude                     :   9.85e-12   +/- 3.3e-13 1 / (cm2 s TeV)
         reference             (frozen):      1.000       TeV         
-        lon_0                         :      0.197   +/-    0.01 deg         
-        lat_0                         :      0.095   +/-    0.01 deg         
+        lon_0                         :      0.199   +/-    0.01 deg         
+        lat_0                         :      0.108   +/-    0.01 deg         
         sigma                         :      0.301   +/-    0.00 deg         
         e                     (frozen):      0.000                   
         phi                   (frozen):      0.000       deg         
@@ -569,12 +569,12 @@ Get the errors on the fitted parameters from the parameter table
 
       type      name     value         unit      ... frozen is_norm link prior
     -------- --------- ---------- -------------- ... ------ ------- ---- -----
-    spectral     index 2.9662e+00                ...  False   False       None
-    spectral amplitude 1.0572e-11 cm-2 s-1 TeV-1 ...  False    True       None
+    spectral     index 3.0346e+00                ...  False   False       None
+    spectral amplitude 9.8467e-12 cm-2 s-1 TeV-1 ...  False    True       None
     spectral reference 1.0000e+00            TeV ...   True   False       None
-     spatial     lon_0 1.9653e-01            deg ...  False   False       None
-     spatial     lat_0 9.4871e-02            deg ...  False   False       None
-     spatial     sigma 3.0082e-01            deg ...  False   False       None
+     spatial     lon_0 1.9854e-01            deg ...  False   False       None
+     spatial     lat_0 1.0805e-01            deg ...  False   False       None
+     spatial     sigma 3.0098e-01            deg ...  False   False       None
      spatial         e 0.0000e+00                ...   True   False       None
      spatial       phi 0.0000e+00            deg ...   True   False       None
     spectral      norm 1.0000e+00                ...   True    True       None
@@ -587,7 +587,7 @@ Get the errors on the fitted parameters from the parameter table
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 0 minutes  20.415 seconds)
+   **Total running time of the script:** ( 0 minutes  18.231 seconds)
 
 
 .. _sphx_glr_download_tutorials_analysis-3d_simulate_3d.py:
diff --git a/docs/dev/_sources/tutorials/analysis-time/light_curve.rst.txt b/docs/dev/_sources/tutorials/analysis-time/light_curve.rst.txt
index 937f65928d4..ac9c5db748d 100644
--- a/docs/dev/_sources/tutorials/analysis-time/light_curve.rst.txt
+++ b/docs/dev/_sources/tutorials/analysis-time/light_curve.rst.txt
@@ -132,7 +132,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.2.dev873+gb7de5d9b7 
+            version                : 1.2.dev876+ga0053ed8d 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -422,13 +422,13 @@ The LightCurve object contains a table which we can explore.
 
  .. code-block:: none
 
-         time_min           time_max     ...        flux_err       
-                                         ...      1 / (cm2 s)      
-    ------------------ ----------------- ... ----------------------
-     53343.92234009259 53343.94186555556 ...  2.120583411386905e-12
-     53343.95421509259 53343.97369425926 ... 2.1406685899542013e-12
-     53345.96198129629 53345.98149518518 ...  2.789371547331029e-12
-    53347.913196574074 53347.93271046296 ...   2.91417246114111e-12
+         time_min           time_max     ...        flux_err      
+                                         ...      1 / (cm2 s)     
+    ------------------ ----------------- ... ---------------------
+     53343.92234009259 53343.94186555556 ... 2.120583411501185e-12
+     53343.95421509259 53343.97369425926 ... 2.140668561207703e-12
+     53345.96198129629 53345.98149518518 ... 2.789371543900028e-12
+    53347.913196574074 53347.93271046296 ... 2.914172434229432e-12
 
 
 
@@ -631,10 +631,10 @@ Extracting the light curve
          time_min           time_max           e_ref        ...    counts   success
                                                 TeV         ...                    
     ------------------ ----------------- ------------------ ... ----------- -------
-     53343.92234009259 53343.94186555556 3.4517490659800822 ... nan .. 81.0    True
-     53343.95421509259 53343.97369425926 3.4517490659800822 ...  nan .. nan    True
-     53345.96198129629 53345.98149518518 3.4517490659800822 ...  nan .. nan    True
-    53347.913196574074 53347.93271046296 3.4517490659800822 ... 59.0 .. nan    True
+     53343.92234009259 53343.94186555556 3.4517490659800814 ...  nan .. nan    True
+     53343.95421509259 53343.97369425926 3.4517490659800814 ... nan .. 71.0    True
+     53345.96198129629 53345.98149518518 3.4517490659800814 ... 51.0 .. nan    True
+    53347.913196574074 53347.93271046296 3.4517490659800814 ...  nan .. nan    True
 
 
 
@@ -764,7 +764,7 @@ tutorial. which shows the extraction of the lightcurve of an AGN flare.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 0 minutes  14.162 seconds)
+   **Total running time of the script:** ( 0 minutes  11.817 seconds)
 
 
 .. _sphx_glr_download_tutorials_analysis-time_light_curve.py:
diff --git a/docs/dev/_sources/tutorials/analysis-time/light_curve_flare.rst.txt b/docs/dev/_sources/tutorials/analysis-time/light_curve_flare.rst.txt
index b67e5751e42..e825dea2b31 100644
--- a/docs/dev/_sources/tutorials/analysis-time/light_curve_flare.rst.txt
+++ b/docs/dev/_sources/tutorials/analysis-time/light_curve_flare.rst.txt
@@ -147,7 +147,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.2.dev873+gb7de5d9b7 
+            version                : 1.2.dev876+ga0053ed8d 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -572,7 +572,7 @@ Finally we plot the result for the 1D lightcurve:
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 0 minutes  47.815 seconds)
+   **Total running time of the script:** ( 0 minutes  39.480 seconds)
 
 
 .. _sphx_glr_download_tutorials_analysis-time_light_curve_flare.py:
diff --git a/docs/dev/_sources/tutorials/analysis-time/light_curve_simulation.rst.txt b/docs/dev/_sources/tutorials/analysis-time/light_curve_simulation.rst.txt
index 2d6d02315c8..a1e5150c582 100644
--- a/docs/dev/_sources/tutorials/analysis-time/light_curve_simulation.rst.txt
+++ b/docs/dev/_sources/tutorials/analysis-time/light_curve_simulation.rst.txt
@@ -181,7 +181,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.2.dev873+gb7de5d9b7 
+            version                : 1.2.dev876+ga0053ed8d 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -451,16 +451,16 @@ quick look into our datasets.
        name   counts       excess       ... n_fit_bins stat_type       stat_sum     
                                         ...                                         
     --------- ------ ------------------ ... ---------- --------- -------------------
-    dataset-0    807  786.6812133789062 ...          9      cash                 nan
-    dataset-1    342 332.76419591747674 ...          9      cash -2149.3237421388067
-    dataset-2    271  261.3947637541758 ...          9      cash -1553.7738870043254
-    dataset-3    350  335.2227134679628 ...          9      cash   -2230.08743348932
-    dataset-4    213 198.22271346796282 ...          9      cash  -1115.702447507011
-    dataset-5    177 158.52839183495354 ...          9      cash  -894.2710936964177
-    dataset-6     55  40.22271346796283 ...          9      cash  -130.2006205874217
-    dataset-7     45  25.78952750835169 ...          9      cash -102.11409319411072
-    dataset-8     36 20.114416978060046 ...          9      cash -56.618354456345685
-    dataset-9     36 18.636688324856333 ...          9      cash  -75.49617657788015
+    dataset-0    853  832.6812133789062 ...          9      cash                 nan
+    dataset-1    345 335.76419591747674 ...          9      cash -2154.6598534332015
+    dataset-2    291  281.3947637541758 ...          9      cash  -1735.077794118413
+    dataset-3    300  285.2227134679628 ...          9      cash -1778.2381954089824
+    dataset-4    192 177.22271346796282 ...          9      cash  -957.4923378270295
+    dataset-5    191 172.52839183495354 ...          9      cash  -993.2918551710542
+    dataset-6     31 16.222713467962826 ...          9      cash   -61.7202131599529
+    dataset-7     52  32.78952750835169 ...          9      cash -148.51604639888882
+    dataset-8     30 14.114416978060044 ...          9      cash  -60.14948039566316
+    dataset-9     27  9.636688324856333 ...          9      cash -26.395592684835727
 
 
 
@@ -756,10 +756,10 @@ Do a joint fit
       result = super().__array_ufunc__(function, method, *arrays, **kwargs)
       type      name     value         unit      ... frozen is_norm link prior
     -------- --------- ---------- -------------- ... ------ ------- ---- -----
-    spectral     index 3.0075e+00                ...  False   False       None
-    spectral amplitude 9.5150e-12 cm-2 s-1 TeV-1 ...  False    True       None
+    spectral     index 2.9680e+00                ...  False   False       None
+    spectral amplitude 1.0160e-11 cm-2 s-1 TeV-1 ...  False    True       None
     spectral reference 1.0000e+00            TeV ...   True   False       None
-    temporal        t0 6.4498e+00              h ...  False   False       None
+    temporal        t0 5.9504e+00              h ...  False   False       None
     temporal     t_ref 5.8909e+04              d ...   True   False       None
 
 
@@ -786,7 +786,7 @@ Exercises
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 0 minutes  36.201 seconds)
+   **Total running time of the script:** ( 0 minutes  27.911 seconds)
 
 
 .. _sphx_glr_download_tutorials_analysis-time_light_curve_simulation.py:
diff --git a/docs/dev/_sources/tutorials/analysis-time/pulsar_analysis.rst.txt b/docs/dev/_sources/tutorials/analysis-time/pulsar_analysis.rst.txt
index 18ad32a6905..183a635f495 100644
--- a/docs/dev/_sources/tutorials/analysis-time/pulsar_analysis.rst.txt
+++ b/docs/dev/_sources/tutorials/analysis-time/pulsar_analysis.rst.txt
@@ -120,7 +120,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.2.dev873+gb7de5d9b7 
+            version                : 1.2.dev876+ga0053ed8d 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -513,8 +513,8 @@ Another thing that we want to do is to compute a Li&Ma test between the on-phase
  .. code-block:: none
 
     Number of excess counts: 44.00000000000003
-    TS: 15.211770556360534
-    Significance: 3.9002269877996247
+    TS: 15.211770556359625
+    Significance: 3.900226987799508
 
 
 
@@ -898,11 +898,6 @@ on the 9 observations, the spectral analysis is much better agreement
 between the input model and the gammapy fit.
 
 
-.. rst-class:: sphx-glr-timing
-
-   **Total running time of the script:** ( 0 minutes  10.856 seconds)
-
-
 .. _sphx_glr_download_tutorials_analysis-time_pulsar_analysis.py:
 
 .. only:: html
diff --git a/docs/dev/_sources/tutorials/analysis-time/sg_execution_times.rst.txt b/docs/dev/_sources/tutorials/analysis-time/sg_execution_times.rst.txt
index ebedc56487e..64c6b6b48af 100644
--- a/docs/dev/_sources/tutorials/analysis-time/sg_execution_times.rst.txt
+++ b/docs/dev/_sources/tutorials/analysis-time/sg_execution_times.rst.txt
@@ -6,14 +6,14 @@
 
 Computation times
 =================
-**01:49.034** total execution time for **tutorials_analysis-time** files:
+**01:28.262** total execution time for **tutorials_analysis-time** files:
 
 +---------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorials_analysis-time_light_curve_flare.py` (``light_curve_flare.py``)           | 00:47.815 | 0.0 MB |
+| :ref:`sphx_glr_tutorials_analysis-time_light_curve_flare.py` (``light_curve_flare.py``)           | 00:39.480 | 0.0 MB |
 +---------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorials_analysis-time_light_curve_simulation.py` (``light_curve_simulation.py``) | 00:36.201 | 0.0 MB |
+| :ref:`sphx_glr_tutorials_analysis-time_light_curve_simulation.py` (``light_curve_simulation.py``) | 00:27.911 | 0.0 MB |
 +---------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorials_analysis-time_light_curve.py` (``light_curve.py``)                       | 00:14.162 | 0.0 MB |
+| :ref:`sphx_glr_tutorials_analysis-time_light_curve.py` (``light_curve.py``)                       | 00:11.817 | 0.0 MB |
 +---------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorials_analysis-time_pulsar_analysis.py` (``pulsar_analysis.py``)               | 00:10.856 | 0.0 MB |
+| :ref:`sphx_glr_tutorials_analysis-time_pulsar_analysis.py` (``pulsar_analysis.py``)               | 00:09.054 | 0.0 MB |
 +---------------------------------------------------------------------------------------------------+-----------+--------+
diff --git a/docs/dev/_sources/tutorials/api/astro_dark_matter.rst.txt b/docs/dev/_sources/tutorials/api/astro_dark_matter.rst.txt
index 764b5d05c37..284ed7c5f47 100644
--- a/docs/dev/_sources/tutorials/api/astro_dark_matter.rst.txt
+++ b/docs/dev/_sources/tutorials/api/astro_dark_matter.rst.txt
@@ -106,7 +106,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.2.dev873+gb7de5d9b7 
+            version                : 1.2.dev876+ga0053ed8d 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -478,7 +478,7 @@ Finally flux maps for decay can be produced like this:
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 0 minutes  56.522 seconds)
+   **Total running time of the script:** ( 0 minutes  33.447 seconds)
 
 
 .. _sphx_glr_download_tutorials_api_astro_dark_matter.py:
diff --git a/docs/dev/_sources/tutorials/api/catalog.rst.txt b/docs/dev/_sources/tutorials/api/catalog.rst.txt
index 8e37927579b..e53a014bfe4 100644
--- a/docs/dev/_sources/tutorials/api/catalog.rst.txt
+++ b/docs/dev/_sources/tutorials/api/catalog.rst.txt
@@ -118,7 +118,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.2.dev873+gb7de5d9b7 
+            version                : 1.2.dev876+ga0053ed8d 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -1430,14 +1430,14 @@ The flux points are available via the `~gammapy.catalog.SourceCatalogObject.flux
           e_ref              e_min              e_max        ...  sqrt_ts  is_ul
            MeV                MeV                MeV         ...                
     ------------------ ------------------ ------------------ ... --------- -----
-     70.71067811865478  49.99999999999999 100.00000000000004 ... 3.1173775 False
-    173.20508075688775 100.00000000000004 299.99999999999994 ... 25.332525 False
-      547.722557505166 299.99999999999994  999.9999999999998 ...  97.62258 False
-    1732.0508075688763  999.9999999999998 2999.9999999999977 ... 141.84529 False
-     5477.225575051666 2999.9999999999977  10000.00000000001 ... 135.62503 False
-     17320.50807568877  10000.00000000001 30000.000000000007 ... 97.068245 False
-    54772.255750516626 30000.000000000007 100000.00000000001 ...  62.05227 False
-     316227.7660168382 100000.00000000001  999999.9999999995 ... 31.402712 False
+     70.71067811865471  49.99999999999999  99.99999999999994 ... 3.1173775 False
+     173.2050807568876  99.99999999999994 299.99999999999994 ... 25.332525 False
+     547.7225575051659 299.99999999999994  999.9999999999999 ...  97.62258 False
+    1732.0508075688763  999.9999999999999 2999.9999999999977 ... 141.84529 False
+     5477.225575051656 2999.9999999999977   9999.99999999999 ... 135.62503 False
+    17320.508075688766   9999.99999999999  30000.00000000001 ... 97.068245 False
+    54772.255750516626  30000.00000000001 100000.00000000003 ...  62.05227 False
+    316227.76601683814 100000.00000000003  999999.9999999995 ... 31.402712 False
 
 
 
diff --git a/docs/dev/_sources/tutorials/api/datasets.rst.txt b/docs/dev/_sources/tutorials/api/datasets.rst.txt
index 61a3ef99d79..788140301f7 100644
--- a/docs/dev/_sources/tutorials/api/datasets.rst.txt
+++ b/docs/dev/_sources/tutorials/api/datasets.rst.txt
@@ -103,7 +103,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.2.dev873+gb7de5d9b7 
+            version                : 1.2.dev876+ga0053ed8d 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -297,7 +297,7 @@ To see the geometry of each map, we can use:
 
  .. code-block:: none
 
-    {'geom': , 'geom_exposure': , 'geom_psf': , 'geom_edisp': }
+    {'geom': , 'geom_exposure': , 'geom_psf': , 'geom_edisp': }
 
 
 
@@ -791,7 +791,7 @@ have the same `~gammapy.maps.Map.geom` as the `~gammapy.datasets.MapDataset.coun
 
 
 .. image-sg:: /tutorials/api/images/sphx_glr_datasets_007.png
-   :alt: Energy 100 GeV - 158 GeV, Energy 158 GeV - 251 GeV, Energy 251 GeV - 398 GeV, Energy 398 GeV - 631 GeV, Energy 631 GeV - 1.00 TeV, Energy 1.00 TeV - 1.58 TeV, Energy 1.58 TeV - 2.51 TeV, Energy 2.51 TeV - 3.98 TeV, Energy 3.98 TeV - 6.31 TeV, Energy 6.31 TeV - 10.0 TeV
+   :alt: Energy 100 GeV - 158 GeV, Energy 158 GeV - 251 GeV, Energy 251 GeV - 398 GeV, Energy 398 GeV - 631 GeV, Energy 631 GeV - 1.00 TeV, Energy 1.00 TeV - 1.58 TeV, Energy 1.58 TeV - 2.51 TeV, Energy 2.51 TeV - 3.98 TeV, Energy 3.98 TeV - 6.31 TeV, Energy 6.31 TeV - 10.00 TeV
    :srcset: /tutorials/api/images/sphx_glr_datasets_007.png
    :class: sphx-glr-single-img
 
@@ -826,7 +826,7 @@ In addition it is possible to define a custom `~gammapy.datasets.MapDataset.mask
 
 
 .. image-sg:: /tutorials/api/images/sphx_glr_datasets_008.png
-   :alt: Energy 100 GeV - 158 GeV, Energy 158 GeV - 251 GeV, Energy 251 GeV - 398 GeV, Energy 398 GeV - 631 GeV, Energy 631 GeV - 1.00 TeV, Energy 1.00 TeV - 1.58 TeV, Energy 1.58 TeV - 2.51 TeV, Energy 2.51 TeV - 3.98 TeV, Energy 3.98 TeV - 6.31 TeV, Energy 6.31 TeV - 10.0 TeV
+   :alt: Energy 100 GeV - 158 GeV, Energy 158 GeV - 251 GeV, Energy 251 GeV - 398 GeV, Energy 398 GeV - 631 GeV, Energy 631 GeV - 1.00 TeV, Energy 1.00 TeV - 1.58 TeV, Energy 1.58 TeV - 2.51 TeV, Energy 2.51 TeV - 3.98 TeV, Energy 3.98 TeV - 6.31 TeV, Energy 6.31 TeV - 10.00 TeV
    :srcset: /tutorials/api/images/sphx_glr_datasets_008.png
    :class: sphx-glr-single-img
 
@@ -1020,7 +1020,7 @@ And the same down-sampling process is possible along the energy axis:
 
 
 .. image-sg:: /tutorials/api/images/sphx_glr_datasets_014.png
-   :alt: Energy 100 GeV - 1.00 TeV, Energy 1.00 TeV - 10.0 TeV
+   :alt: Energy 100 GeV - 1.00 TeV, Energy 1.00 TeV - 10.00 TeV
    :srcset: /tutorials/api/images/sphx_glr_datasets_014.png
    :class: sphx-glr-single-img
 
@@ -1152,7 +1152,7 @@ energy binning using:
 
 
 .. image-sg:: /tutorials/api/images/sphx_glr_datasets_015.png
-   :alt: Energy 100 GeV - 251 GeV, Energy 251 GeV - 1.00 TeV, Energy 1.00 TeV - 2.51 TeV, Energy 2.51 TeV - 10.0 TeV
+   :alt: Energy 100 GeV - 251 GeV, Energy 251 GeV - 1.00 TeV, Energy 1.00 TeV - 2.51 TeV, Energy 2.51 TeV - 10.00 TeV
    :srcset: /tutorials/api/images/sphx_glr_datasets_015.png
    :class: sphx-glr-single-img
 
@@ -1701,21 +1701,21 @@ functionality:
     Dataset 0: 
 
       Type       : SpectrumDatasetOnOff
-      Name       : 23559
+      Name       : 23523
       Instrument : 
       Models     : 
 
     Dataset 1: 
 
       Type       : SpectrumDatasetOnOff
-      Name       : 23523
+      Name       : 23592
       Instrument : 
       Models     : 
 
     Dataset 2: 
 
       Type       : SpectrumDatasetOnOff
-      Name       : 23592
+      Name       : 23559
       Instrument : 
       Models     : 
 
@@ -1818,7 +1818,7 @@ Or slice all datasets by a given energy range:
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 0 minutes  23.454 seconds)
+   **Total running time of the script:** ( 0 minutes  18.224 seconds)
 
 
 .. _sphx_glr_download_tutorials_api_datasets.py:
diff --git a/docs/dev/_sources/tutorials/api/fitting.rst.txt b/docs/dev/_sources/tutorials/api/fitting.rst.txt
index 6533c8e6497..faeac8628a7 100644
--- a/docs/dev/_sources/tutorials/api/fitting.rst.txt
+++ b/docs/dev/_sources/tutorials/api/fitting.rst.txt
@@ -107,7 +107,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.2.dev873+gb7de5d9b7 
+            version                : 1.2.dev876+ga0053ed8d 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -466,7 +466,7 @@ to check the convergence
     │                                Migrad                                   │
     ├──────────────────────────────────┬──────────────────────────────────────┤
     │ FCN = 30.35                      │              Nfcn = 37               │
-    │ EDM = 3.42e-08 (Goal: 2e-06)     │            time = 0.2 sec            │
+    │ EDM = 3.42e-08 (Goal: 2e-06)     │            time = 0.1 sec            │
     ├──────────────────────────────────┼──────────────────────────────────────┤
     │          Valid Minimum           │   Below EDM threshold (goal x 10)    │
     ├──────────────────────────────────┼──────────────────────────────────────┤
@@ -516,28 +516,28 @@ properly
 
         total_stat     crab.spectral.amplitude ...  crab.spectral.beta
     ------------------ ----------------------- ... -------------------
-    30.349530550405035  3.8122425483643125e-11 ...  0.2264827111476982
-    30.349724940685938  3.8157971601581226e-11 ...  0.2264827111476982
-     30.34971209244579   3.808687936570502e-11 ...  0.2264827111476982
-     30.34953932636892   3.812951371538087e-11 ...  0.2264827111476982
-    30.349536723056637  3.8115337251905373e-11 ...  0.2264827111476982
-     30.35052105086856  3.8122425483643125e-11 ...  0.2264827111476982
-    30.350556388466543  3.8122425483643125e-11 ...  0.2264827111476982
-     30.34953910575007  3.8122425483643125e-11 ...  0.2264827111476982
-    30.349542158419318  3.8122425483643125e-11 ...  0.2264827111476982
-     30.35030398537787  3.8122425483643125e-11 ...  0.2278975306934438
+    30.349530550391602   3.812242557070182e-11 ... 0.22648271617458565
+    30.349724605711856  3.8157940469070564e-11 ... 0.22648271617458565
+    30.349711767330827   3.808691067233308e-11 ... 0.22648271617458565
+    30.349539326460118  3.8129513802456945e-11 ... 0.22648271617458565
+      30.3495367229388  3.8115337338946694e-11 ... 0.22648271617458565
+    30.350509499943833   3.812242557070182e-11 ... 0.22648271617458565
+    30.350544574975956   3.812242557070182e-11 ... 0.22648271617458565
+    30.349538997874497   3.812242557070182e-11 ... 0.22648271617458565
+    30.349542032624818   3.812242557070182e-11 ... 0.22648271617458565
+    30.350295698171635   3.812242557070182e-11 ...  0.2278900025370629
                    ...                     ... ...                 ...
-    30.349537804239922  3.8122169596532167e-11 ... 0.22662622801631419
-     30.34953807814367  3.8122169596532167e-11 ... 0.22635140877790516
-     30.34953077463306   3.812358724314062e-11 ... 0.22648881839710966
-     30.34953075819191   3.812075194992371e-11 ... 0.22648881839710966
-    30.349530807529028  3.8122169596532167e-11 ... 0.22648881839710966
-    30.349530725254468  3.8122169596532167e-11 ... 0.22648881839710966
-     30.34953073943366  3.8122169596532167e-11 ...  0.2265163003209506
-     30.34953079334042  3.8122169596532167e-11 ... 0.22646133647326874
-    30.349535814693404  3.8129257829574434e-11 ... 0.22648881839710966
-    30.349537158300407  3.8129257829574434e-11 ... 0.22662622801631419
-    30.349559366703698  3.8122169596532167e-11 ... 0.22662622801631419
+    30.349537804307335  3.8122169660679106e-11 ...  0.2266262324806286
+     30.34953807805802  3.8122169660679106e-11 ... 0.22635141324224514
+     30.34953077464553  3.8123587307280255e-11 ... 0.22648882286143687
+    30.349530758161407  3.8120752014077956e-11 ... 0.22648882286143687
+     30.34953080752037  3.8122169660679106e-11 ... 0.22648882286143687
+    30.349530725245106  3.8122169660679106e-11 ... 0.22648882286143687
+     30.34953073943991  3.8122169660679106e-11 ...  0.2265163047852752
+    30.349530793316045  3.8122169660679106e-11 ...  0.2264613409375985
+    30.349535814793757   3.812925789368485e-11 ... 0.22648882286143687
+    30.349537158475616   3.812925789368485e-11 ...  0.2266262324806286
+    30.349559366772695  3.8122169660679106e-11 ...  0.2266262324806286
     Length = 37 rows
 
 
@@ -652,10 +652,10 @@ You can access it directly with:
 
  .. code-block:: none
 
-    [[ 1.25743553e-23  0.00000000e+00  4.54676837e-13 -1.17016482e-13]
+    [[ 1.25743552e-23  0.00000000e+00  4.54676840e-13 -1.17016488e-13]
      [ 0.00000000e+00  0.00000000e+00  0.00000000e+00  0.00000000e+00]
-     [ 4.54676837e-13  0.00000000e+00  6.89492144e-02 -3.31139074e-02]
-     [-1.17016482e-13  0.00000000e+00 -3.31139074e-02  1.95024543e-02]]
+     [ 4.54676840e-13  0.00000000e+00  6.89492164e-02 -3.31139089e-02]
+     [-1.17016488e-13  0.00000000e+00 -3.31139089e-02  1.95024553e-02]]
 
 
 
@@ -694,7 +694,7 @@ And you can plot the total parameter correlation as well:
 
  .. code-block:: none
 
-    0.2625818241224747
+    0.2625818280340766
 
 
 
@@ -1111,7 +1111,7 @@ in.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 0 minutes  19.554 seconds)
+   **Total running time of the script:** ( 0 minutes  16.756 seconds)
 
 
 .. _sphx_glr_download_tutorials_api_fitting.py:
diff --git a/docs/dev/_sources/tutorials/api/makers.rst.txt b/docs/dev/_sources/tutorials/api/makers.rst.txt
index f5a253e899d..009e0961216 100644
--- a/docs/dev/_sources/tutorials/api/makers.rst.txt
+++ b/docs/dev/_sources/tutorials/api/makers.rst.txt
@@ -97,7 +97,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.2.dev873+gb7de5d9b7 
+            version                : 1.2.dev876+ga0053ed8d 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -173,7 +173,7 @@ object. This is illustrated in the following example:
     MapDataset
     ----------
 
-      Name                            : BcU3W3vB 
+      Name                            : BynX28AB 
 
       Total counts                    : 0 
       Total background counts         : 0.00
@@ -344,7 +344,7 @@ observational data using the `~gammapy.makers.MapDatasetMaker`:
     MapDataset
     ----------
 
-      Name                            : 86fhhdQ0 
+      Name                            : AFjiFboR 
 
       Total counts                    : 2016 
       Total background counts         : 1866.72
@@ -596,7 +596,7 @@ dataset per observation is stacked into a larger map.
     MapDataset
     ----------
 
-      Name                            : V7o24Gj6 
+      Name                            : WhIUCcHH 
 
       Total counts                    : 7972 
       Total background counts         : 7555.42
@@ -671,30 +671,30 @@ allow to use multiple processes on run.
     Dataset 0: 
 
       Type       : MapDataset
-      Name       : o5ZrzyLd
+      Name       : cFQ9GCbW
       Instrument : HESS
-      Models     : ['o5ZrzyLd-bkg']
+      Models     : ['cFQ9GCbW-bkg']
 
     Dataset 1: 
 
       Type       : MapDataset
-      Name       : dHU-3-P-
+      Name       : qVUhGUu3
       Instrument : HESS
-      Models     : ['dHU-3-P--bkg']
+      Models     : ['qVUhGUu3-bkg']
 
     Dataset 2: 
 
       Type       : MapDataset
-      Name       : lXFDcv1D
+      Name       : 1TtbXRnp
       Instrument : HESS
-      Models     : ['lXFDcv1D-bkg']
+      Models     : ['1TtbXRnp-bkg']
 
     Dataset 3: 
 
       Type       : MapDataset
-      Name       : LGl6xHta
+      Name       : AH9EuLo7
       Instrument : HESS
-      Models     : ['LGl6xHta-bkg']
+      Models     : ['AH9EuLo7-bkg']
 
 
 
@@ -799,7 +799,7 @@ Here is an example of data reduction loop to create
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 0 minutes  22.387 seconds)
+   **Total running time of the script:** ( 0 minutes  20.458 seconds)
 
 
 .. _sphx_glr_download_tutorials_api_makers.py:
diff --git a/docs/dev/_sources/tutorials/api/maps.rst.txt b/docs/dev/_sources/tutorials/api/maps.rst.txt
index 59d6ecfb0f2..019fbe62228 100644
--- a/docs/dev/_sources/tutorials/api/maps.rst.txt
+++ b/docs/dev/_sources/tutorials/api/maps.rst.txt
@@ -120,7 +120,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.2.dev873+gb7de5d9b7 
+            version                : 1.2.dev876+ga0053ed8d 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -1047,27 +1047,27 @@ show the information:
     CHANNEL       ENERGY             E_MIN        ... TIME TIME_MIN TIME_MAX
                    TeV                TeV         ...  h      h        h    
     ------- ------------------ ------------------ ... ---- -------- --------
-          0  1.778279410038923                1.0 ...  0.5      0.0      1.0
-          1  5.623413251903492 3.1622776601683795 ...  0.5      0.0      1.0
-          2  17.78279410038923 10.000000000000002 ...  0.5      0.0      1.0
-          3 56.234132519034915  31.62277660168379 ...  0.5      0.0      1.0
-          4  1.778279410038923                1.0 ...  1.5      1.0      2.0
-          5  5.623413251903492 3.1622776601683795 ...  1.5      1.0      2.0
-          6  17.78279410038923 10.000000000000002 ...  1.5      1.0      2.0
-          7 56.234132519034915  31.62277660168379 ...  1.5      1.0      2.0
-          8  1.778279410038923                1.0 ...  2.5      2.0      3.0
-          9  5.623413251903492 3.1622776601683795 ...  2.5      2.0      3.0
+          0 1.7782794100389228                1.0 ...  0.5      0.0      1.0
+          1   5.62341325190349  3.162277660168379 ...  0.5      0.0      1.0
+          2  17.78279410038922  9.999999999999998 ...  0.5      0.0      1.0
+          3 56.234132519034866 31.622776601683793 ...  0.5      0.0      1.0
+          4 1.7782794100389228                1.0 ...  1.5      1.0      2.0
+          5   5.62341325190349  3.162277660168379 ...  1.5      1.0      2.0
+          6  17.78279410038922  9.999999999999998 ...  1.5      1.0      2.0
+          7 56.234132519034866 31.622776601683793 ...  1.5      1.0      2.0
+          8 1.7782794100389228                1.0 ...  2.5      2.0      3.0
+          9   5.62341325190349  3.162277660168379 ...  2.5      2.0      3.0
         ...                ...                ... ...  ...      ...      ...
-         86  17.78279410038923 10.000000000000002 ... 21.5     21.0     22.0
-         87 56.234132519034915  31.62277660168379 ... 21.5     21.0     22.0
-         88  1.778279410038923                1.0 ... 22.5     22.0     23.0
-         89  5.623413251903492 3.1622776601683795 ... 22.5     22.0     23.0
-         90  17.78279410038923 10.000000000000002 ... 22.5     22.0     23.0
-         91 56.234132519034915  31.62277660168379 ... 22.5     22.0     23.0
-         92  1.778279410038923                1.0 ... 23.5     23.0     24.0
-         93  5.623413251903492 3.1622776601683795 ... 23.5     23.0     24.0
-         94  17.78279410038923 10.000000000000002 ... 23.5     23.0     24.0
-         95 56.234132519034915  31.62277660168379 ... 23.5     23.0     24.0
+         86  17.78279410038922  9.999999999999998 ... 21.5     21.0     22.0
+         87 56.234132519034866 31.622776601683793 ... 21.5     21.0     22.0
+         88 1.7782794100389228                1.0 ... 22.5     22.0     23.0
+         89   5.62341325190349  3.162277660168379 ... 22.5     22.0     23.0
+         90  17.78279410038922  9.999999999999998 ... 22.5     22.0     23.0
+         91 56.234132519034866 31.622776601683793 ... 22.5     22.0     23.0
+         92 1.7782794100389228                1.0 ... 23.5     23.0     24.0
+         93   5.62341325190349  3.162277660168379 ... 23.5     23.0     24.0
+         94  17.78279410038922  9.999999999999998 ... 23.5     23.0     24.0
+         95 56.234132519034866 31.622776601683793 ... 23.5     23.0     24.0
     Length = 96 rows
 
 
@@ -2153,7 +2153,7 @@ are not the same, we can make them consistent using the `vmin` and
 
 
 .. image-sg:: /tutorials/api/images/sphx_glr_maps_005.png
-   :alt: Energy 10.0 GeV - 15.6 GeV, Energy 15.6 GeV - 24.2 GeV, Energy 24.2 GeV - 37.6 GeV, Energy 37.6 GeV - 58.5 GeV, Energy 58.5 GeV - 90.9 GeV, Energy 90.9 GeV - 141 GeV, Energy 141 GeV - 220 GeV, Energy 220 GeV - 342 GeV, Energy 342 GeV - 532 GeV, Energy 532 GeV - 827 GeV, Energy 827 GeV - 1.29 TeV, Energy 1.29 TeV - 2.00 TeV
+   :alt: Energy 10.00 GeV - 15.6 GeV, Energy 15.6 GeV - 24.2 GeV, Energy 24.2 GeV - 37.6 GeV, Energy 37.6 GeV - 58.5 GeV, Energy 58.5 GeV - 90.9 GeV, Energy 90.9 GeV - 141 GeV, Energy 141 GeV - 220 GeV, Energy 220 GeV - 342 GeV, Energy 342 GeV - 532 GeV, Energy 532 GeV - 827 GeV, Energy 827 GeV - 1.29 TeV, Energy 1.29 TeV - 2.00 TeV
    :srcset: /tutorials/api/images/sphx_glr_maps_005.png
    :class: sphx-glr-single-img
 
diff --git a/docs/dev/_sources/tutorials/api/mask_maps.rst.txt b/docs/dev/_sources/tutorials/api/mask_maps.rst.txt
index b9de719da3a..45b48e433ec 100644
--- a/docs/dev/_sources/tutorials/api/mask_maps.rst.txt
+++ b/docs/dev/_sources/tutorials/api/mask_maps.rst.txt
@@ -161,7 +161,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.2.dev873+gb7de5d9b7 
+            version                : 1.2.dev876+ga0053ed8d 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -250,7 +250,7 @@ a `mask_fit` it is equal to the safe energy range.
 
  .. code-block:: none
 
-    Fit range : (, )
+    Fit range : (, )
 
 
 
@@ -307,7 +307,7 @@ edges closest to requested range provide the actual fit range.
 
  .. code-block:: none
 
-    Fit range : (, )
+    Fit range : (, )
 
 
 
diff --git a/docs/dev/_sources/tutorials/api/model_management.rst.txt b/docs/dev/_sources/tutorials/api/model_management.rst.txt
index a726f78ac63..b3ed40efc39 100644
--- a/docs/dev/_sources/tutorials/api/model_management.rst.txt
+++ b/docs/dev/_sources/tutorials/api/model_management.rst.txt
@@ -134,7 +134,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.2.dev873+gb7de5d9b7 
+            version                : 1.2.dev876+ga0053ed8d 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -1567,7 +1567,7 @@ associated models, ie, with yaml and fits files. eg:
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 0 minutes  14.824 seconds)
+   **Total running time of the script:** ( 0 minutes  11.436 seconds)
 
 
 .. _sphx_glr_download_tutorials_api_model_management.py:
diff --git a/docs/dev/_sources/tutorials/api/models.rst.txt b/docs/dev/_sources/tutorials/api/models.rst.txt
index 7426a5aad99..58ec4e56bc3 100644
--- a/docs/dev/_sources/tutorials/api/models.rst.txt
+++ b/docs/dev/_sources/tutorials/api/models.rst.txt
@@ -95,7 +95,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.2.dev873+gb7de5d9b7 
+            version                : 1.2.dev876+ga0053ed8d 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -339,7 +339,7 @@ energy flux in a given energy range:
  .. code-block:: none
 
     2.108034597491956e-12 1 / (cm2 s)
-    4.982075849517389e-12 TeV / (cm2 s)
+    4.982075849517391e-12 TeV / (cm2 s)
 
 
 
@@ -1209,7 +1209,7 @@ generated:
 
  .. code-block:: none
 
-    JyI9h7Kk
+    rE-sJC-G
 
 
 
@@ -1403,7 +1403,7 @@ existing FITS file:
 
     SkyModel
 
-      Name                      : qSJecUeX
+      Name                      : bbfeS72l
       Datasets names            : None
       Spectral model type       : PowerLawNormSpectralModel
       Spatial  model type       : TemplateSpatialModel
@@ -1539,7 +1539,7 @@ multiple model components, Gammapy has a `Models` class:
 
     Component 1: SkyModel
 
-      Name                      : qSJecUeX
+      Name                      : bbfeS72l
       Datasets names            : None
       Spectral model type       : PowerLawNormSpectralModel
       Spatial  model type       : TemplateSpatialModel
@@ -1623,7 +1623,7 @@ To see which models are available you can use the ``.names`` attribute:
 
  .. code-block:: none
 
-    ['my-source', 'qSJecUeX']
+    ['my-source', 'bbfeS72l']
 
 
 
@@ -1723,7 +1723,7 @@ format:
                 value: 2.0
                 unit: d
             scale: utc
-    -   name: qSJecUeX
+    -   name: bbfeS72l
         type: SkyModel
         spectral:
             type: PowerLawNormSpectralModel
@@ -1860,8 +1860,8 @@ amplitudes:
 
  .. code-block:: none
 
-    Parameter(name='index', value=2.3, factor=2.3, scale=1.0, unit=Unit(dimensionless), min=1.0, max=5.0, frozen=False, prior=None, id=0x7f1a02b14520)
-    Parameter(name='index', value=2.3, factor=2.3, scale=1.0, unit=Unit(dimensionless), min=1.0, max=5.0, frozen=False, prior=None, id=0x7f1a02b14520)
+    Parameter(name='index', value=2.3, factor=2.3, scale=1.0, unit=Unit(dimensionless), min=1.0, max=5.0, frozen=False, prior=None, id=0x7fe3cee9f520)
+    Parameter(name='index', value=2.3, factor=2.3, scale=1.0, unit=Unit(dimensionless), min=1.0, max=5.0, frozen=False, prior=None, id=0x7fe3cee9f520)
 
 
 
@@ -1900,7 +1900,7 @@ In the YAML files the shared parameter is flagged by the additional
                 value: 2.3
                 min: 1.0
                 max: 5.0
-                link: index@UlONU7Qr
+                link: index@E8IP24rb
             -   name: amplitude
                 value: 2.7e-12
                 unit: cm-2 s-1 TeV-1
@@ -1916,7 +1916,7 @@ In the YAML files the shared parameter is flagged by the additional
                 value: 2.3
                 min: 1.0
                 max: 5.0
-                link: index@UlONU7Qr
+                link: index@E8IP24rb
             -   name: amplitude
                 value: 1.0e-12
                 unit: cm-2 s-1 TeV-1
@@ -2049,7 +2049,7 @@ This model can now be used as any other spectral model in Gammapy:
     spectral reference 1.0000e+00            TeV ...   True   False       None
     spectral      mean 3.0000e+00            TeV ...  False   False       None
     spectral     width 1.0000e-01            TeV ...   True   False       None
-    1.1442739329466746e-12 1 / (cm2 s)
+    1.1442739329466718e-12 1 / (cm2 s)
 
 
 
@@ -2238,7 +2238,7 @@ To visualise it, we evaluate it on a 3D geom.
 
 
 .. image-sg:: /tutorials/api/images/sphx_glr_models_009.png
-   :alt: Energy_true 100 GeV - 464 GeV, Energy_true 464 GeV - 2.15 TeV, Energy_true 2.15 TeV - 10.0 TeV
+   :alt: Energy_true 100 GeV - 464 GeV, Energy_true 464 GeV - 2.15 TeV, Energy_true 2.15 TeV - 10.00 TeV
    :srcset: /tutorials/api/images/sphx_glr_models_009.png
    :class: sphx-glr-single-img
 
diff --git a/docs/dev/_sources/tutorials/api/sg_execution_times.rst.txt b/docs/dev/_sources/tutorials/api/sg_execution_times.rst.txt
index a88d271ebd0..5825a73bdf6 100644
--- a/docs/dev/_sources/tutorials/api/sg_execution_times.rst.txt
+++ b/docs/dev/_sources/tutorials/api/sg_execution_times.rst.txt
@@ -6,24 +6,24 @@
 
 Computation times
 =================
-**02:38.566** total execution time for **tutorials_api** files:
+**01:59.186** total execution time for **tutorials_api** files:
 
 +-------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorials_api_astro_dark_matter.py` (``astro_dark_matter.py``) | 00:56.522 | 0.0 MB |
+| :ref:`sphx_glr_tutorials_api_astro_dark_matter.py` (``astro_dark_matter.py``) | 00:33.447 | 0.0 MB |
 +-------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorials_api_datasets.py` (``datasets.py``)                   | 00:23.454 | 0.0 MB |
+| :ref:`sphx_glr_tutorials_api_makers.py` (``makers.py``)                       | 00:20.458 | 0.0 MB |
 +-------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorials_api_makers.py` (``makers.py``)                       | 00:22.387 | 0.0 MB |
+| :ref:`sphx_glr_tutorials_api_datasets.py` (``datasets.py``)                   | 00:18.224 | 0.0 MB |
 +-------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorials_api_fitting.py` (``fitting.py``)                     | 00:19.554 | 0.0 MB |
+| :ref:`sphx_glr_tutorials_api_fitting.py` (``fitting.py``)                     | 00:16.756 | 0.0 MB |
 +-------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorials_api_model_management.py` (``model_management.py``)   | 00:14.824 | 0.0 MB |
+| :ref:`sphx_glr_tutorials_api_model_management.py` (``model_management.py``)   | 00:11.436 | 0.0 MB |
 +-------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorials_api_catalog.py` (``catalog.py``)                     | 00:09.897 | 0.0 MB |
+| :ref:`sphx_glr_tutorials_api_catalog.py` (``catalog.py``)                     | 00:08.605 | 0.0 MB |
 +-------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorials_api_models.py` (``models.py``)                       | 00:04.601 | 0.0 MB |
+| :ref:`sphx_glr_tutorials_api_models.py` (``models.py``)                       | 00:03.659 | 0.0 MB |
 +-------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorials_api_maps.py` (``maps.py``)                           | 00:04.107 | 0.0 MB |
+| :ref:`sphx_glr_tutorials_api_maps.py` (``maps.py``)                           | 00:03.656 | 0.0 MB |
 +-------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorials_api_mask_maps.py` (``mask_maps.py``)                 | 00:03.221 | 0.0 MB |
+| :ref:`sphx_glr_tutorials_api_mask_maps.py` (``mask_maps.py``)                 | 00:02.944 | 0.0 MB |
 +-------------------------------------------------------------------------------+-----------+--------+
diff --git a/docs/dev/_sources/tutorials/data/cta.rst.txt b/docs/dev/_sources/tutorials/data/cta.rst.txt
index 686363cc9d0..5a8d11ed032 100644
--- a/docs/dev/_sources/tutorials/data/cta.rst.txt
+++ b/docs/dev/_sources/tutorials/data/cta.rst.txt
@@ -131,7 +131,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.2.dev873+gb7de5d9b7 
+            version                : 1.2.dev876+ga0053ed8d 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -523,7 +523,7 @@ Notes:
 
     /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/astropy/units/core.py:2097: UnitsWarning: '1/s/MeV/sr' did not parse as fits unit: Numeric factor not supported by FITS If this is meant to be a custom unit, define it with 'u.def_unit'. To have it recognized inside a file reader or other code, enable it with 'u.add_enabled_units'. For details, see https://docs.astropy.org/en/latest/units/combining_and_defining.html
       warnings.warn(msg, UnitsWarning)
-    {'aeff': , 'psf': , 'edisp': , 'bkg': }
+    {'aeff': , 'psf': , 'edisp': , 'bkg': }
 
 
 
diff --git a/docs/dev/_sources/tutorials/data/fermi_lat.rst.txt b/docs/dev/_sources/tutorials/data/fermi_lat.rst.txt
index 16fefea7f66..cbf8313fb75 100644
--- a/docs/dev/_sources/tutorials/data/fermi_lat.rst.txt
+++ b/docs/dev/_sources/tutorials/data/fermi_lat.rst.txt
@@ -140,7 +140,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.2.dev873+gb7de5d9b7 
+            version                : 1.2.dev876+ga0053ed8d 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -1107,11 +1107,6 @@ welcome!
 
 
 
-.. rst-class:: sphx-glr-timing
-
-   **Total running time of the script:** ( 0 minutes  11.374 seconds)
-
-
 .. _sphx_glr_download_tutorials_data_fermi_lat.py:
 
 .. only:: html
diff --git a/docs/dev/_sources/tutorials/data/hawc.rst.txt b/docs/dev/_sources/tutorials/data/hawc.rst.txt
index 4ba01f0f2c0..b7deddcf9a2 100644
--- a/docs/dev/_sources/tutorials/data/hawc.rst.txt
+++ b/docs/dev/_sources/tutorials/data/hawc.rst.txt
@@ -111,7 +111,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.2.dev873+gb7de5d9b7 
+            version                : 1.2.dev876+ga0053ed8d 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -573,7 +573,7 @@ And make significance maps to check that the Crab is visible
 
 
 .. image-sg:: /tutorials/data/images/sphx_glr_hawc_007.png
-   :alt: Energy 1.00 TeV - 1.78 TeV, Energy 1.78 TeV - 3.16 TeV, Energy 3.16 TeV - 5.62 TeV, Energy 5.62 TeV - 10.0 TeV, Energy 10.0 TeV - 17.8 TeV, Energy 17.8 TeV - 31.6 TeV, Energy 31.6 TeV - 56.2 TeV, Energy 56.2 TeV - 100 TeV, Energy 100 TeV - 177 TeV, Energy 177 TeV - 316 TeV
+   :alt: Energy 1.00 TeV - 1.78 TeV, Energy 1.78 TeV - 3.16 TeV, Energy 3.16 TeV - 5.62 TeV, Energy 5.62 TeV - 10.00 TeV, Energy 10.00 TeV - 17.8 TeV, Energy 17.8 TeV - 31.6 TeV, Energy 31.6 TeV - 56.2 TeV, Energy 56.2 TeV - 100.0 TeV, Energy 100.0 TeV - 177 TeV, Energy 177 TeV - 316 TeV
    :srcset: /tutorials/data/images/sphx_glr_hawc_007.png
    :class: sphx-glr-single-img
 
@@ -633,7 +633,7 @@ can be used from this step.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 0 minutes  12.408 seconds)
+   **Total running time of the script:** ( 0 minutes  10.996 seconds)
 
 
 .. _sphx_glr_download_tutorials_data_hawc.py:
diff --git a/docs/dev/_sources/tutorials/data/hess.rst.txt b/docs/dev/_sources/tutorials/data/hess.rst.txt
index cc3afe2cdf9..2776cc22317 100644
--- a/docs/dev/_sources/tutorials/data/hess.rst.txt
+++ b/docs/dev/_sources/tutorials/data/hess.rst.txt
@@ -112,7 +112,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.2.dev873+gb7de5d9b7 
+            version                : 1.2.dev876+ga0053ed8d 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
diff --git a/docs/dev/_sources/tutorials/data/sg_execution_times.rst.txt b/docs/dev/_sources/tutorials/data/sg_execution_times.rst.txt
index c364b93be3f..6abfeb68738 100644
--- a/docs/dev/_sources/tutorials/data/sg_execution_times.rst.txt
+++ b/docs/dev/_sources/tutorials/data/sg_execution_times.rst.txt
@@ -6,14 +6,14 @@
 
 Computation times
 =================
-**00:42.464** total execution time for **tutorials_data** files:
+**00:36.585** total execution time for **tutorials_data** files:
 
 +----------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorials_data_hawc.py` (``hawc.py``)           | 00:12.408 | 0.0 MB |
+| :ref:`sphx_glr_tutorials_data_hawc.py` (``hawc.py``)           | 00:10.996 | 0.0 MB |
 +----------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorials_data_fermi_lat.py` (``fermi_lat.py``) | 00:11.374 | 0.0 MB |
+| :ref:`sphx_glr_tutorials_data_fermi_lat.py` (``fermi_lat.py``) | 00:09.779 | 0.0 MB |
 +----------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorials_data_hess.py` (``hess.py``)           | 00:09.689 | 0.0 MB |
+| :ref:`sphx_glr_tutorials_data_hess.py` (``hess.py``)           | 00:08.745 | 0.0 MB |
 +----------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorials_data_cta.py` (``cta.py``)             | 00:08.993 | 0.0 MB |
+| :ref:`sphx_glr_tutorials_data_cta.py` (``cta.py``)             | 00:07.066 | 0.0 MB |
 +----------------------------------------------------------------+-----------+--------+
diff --git a/docs/dev/_sources/tutorials/scripts/sg_execution_times.rst.txt b/docs/dev/_sources/tutorials/scripts/sg_execution_times.rst.txt
index 717b402211a..4323731246e 100644
--- a/docs/dev/_sources/tutorials/scripts/sg_execution_times.rst.txt
+++ b/docs/dev/_sources/tutorials/scripts/sg_execution_times.rst.txt
@@ -6,8 +6,8 @@
 
 Computation times
 =================
-**00:05.537** total execution time for **tutorials_scripts** files:
+**00:05.032** total execution time for **tutorials_scripts** files:
 
 +---------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorials_scripts_survey_map.py` (``survey_map.py``) | 00:05.537 | 0.0 MB |
+| :ref:`sphx_glr_tutorials_scripts_survey_map.py` (``survey_map.py``) | 00:05.032 | 0.0 MB |
 +---------------------------------------------------------------------+-----------+--------+
diff --git a/docs/dev/_sources/tutorials/starting/analysis_1.rst.txt b/docs/dev/_sources/tutorials/starting/analysis_1.rst.txt
index dbe56a0649f..1d3f9909207 100644
--- a/docs/dev/_sources/tutorials/starting/analysis_1.rst.txt
+++ b/docs/dev/_sources/tutorials/starting/analysis_1.rst.txt
@@ -138,7 +138,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.2.dev873+gb7de5d9b7 
+            version                : 1.2.dev876+ga0053ed8d 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -751,7 +751,7 @@ the dataset and can be printed and plotted:
 
  .. code-block:: none
 
-    
    
    interactive(children=(SelectionSlider(continuous_update=False, description='Select energy:', layout=Layout(width='50%'), options=('1.00 TeV - 1.26 TeV', '1.26 TeV - 1.58 TeV', '1.58 TeV - 2.00 TeV', '2.00 TeV - 2.51 TeV', '2.51 TeV - 3.16 TeV', '3.16 TeV - 3.98 TeV', '3.98 TeV - 5.01 TeV', '5.01 TeV - 6.31 TeV', '6.31 TeV - 7.94 TeV', '7.94 TeV - 10.0 TeV'), style=SliderStyle(description_width='initial'), value='1.00 TeV - 1.26 TeV'), RadioButtons(description='Select stretch:', index=1, options=('linear', 'sqrt', 'log'), style=DescriptionStyle(description_width='initial'), value='sqrt'), Output()), _dom_classes=('widget-interact',))
+    
    
    interactive(children=(SelectionSlider(continuous_update=False, description='Select energy:', layout=Layout(width='50%'), options=('1.00 TeV - 1.26 TeV', '1.26 TeV - 1.58 TeV', '1.58 TeV - 2.00 TeV', '2.00 TeV - 2.51 TeV', '2.51 TeV - 3.16 TeV', '3.16 TeV - 3.98 TeV', '3.98 TeV - 5.01 TeV', '5.01 TeV - 6.31 TeV', '6.31 TeV - 7.94 TeV', '7.94 TeV - 10.00 TeV'), style=SliderStyle(description_width='initial'), value='1.00 TeV - 1.26 TeV'), RadioButtons(description='Select stretch:', index=1, options=('linear', 'sqrt', 'log'), style=DescriptionStyle(description_width='initial'), value='sqrt'), Output()), _dom_classes=('widget-interact',))
 
 
 
@@ -971,8 +971,8 @@ Finally we run the fit:
             method     : migrad
             success    : True
             message    : Optimization terminated successfully.
-            nfev       : 267
-            total stat : 19991.99
+            nfev       : 274
+            total stat : 20773.81
 
     CovarianceResult
 
@@ -987,8 +987,8 @@ Finally we run the fit:
             method     : migrad
             success    : True
             message    : Optimization terminated successfully.
-            nfev       : 267
-            total stat : 19991.99
+            nfev       : 274
+            total stat : 20773.81
 
     CovarianceResult
 
@@ -1033,12 +1033,12 @@ This is how we can write the model back to file again:
             type: PowerLawSpectralModel
             parameters:
             -   name: index
-                value: 2.5562162866385005
-                error: 0.10315654975535558
+                value: 2.5877389609190686
+                error: 0.09556172276812099
             -   name: amplitude
-                value: 4.550357796336784e-11
+                value: 4.6084948499481184e-11
                 unit: cm-2 s-1 TeV-1
-                error: 3.733236446794972e-12
+                error: 3.669683212080196e-12
             -   name: reference
                 value: 1.0
                 unit: TeV
@@ -1047,13 +1047,13 @@ This is how we can write the model back to file again:
             frame: icrs
             parameters:
             -   name: lon_0
-                value: 83.61982240026126
+                value: 83.61908431421709
                 unit: deg
-                error: 0.0031424098815442214
+                error: 0.0031110206218145225
             -   name: lat_0
-                value: 22.02455110944809
+                value: 22.024628798327996
                 unit: deg
-                error: 0.0029596535180933703
+                error: 0.0029341113294473137
     -   type: FoVBackgroundModel
         datasets_names:
         - stacked
@@ -1061,8 +1061,8 @@ This is how we can write the model back to file again:
             type: PowerLawNormSpectralModel
             parameters:
             -   name: norm
-                value: 0.986465640409177
-                error: 0.023473092113020427
+                value: 0.9911758618199482
+                error: 0.023215484957265727
             -   name: tilt
                 value: 0.0
             -   name: reference
@@ -1132,11 +1132,11 @@ Flux points
           e_ref                 dnde          ...      sqrt_ts      
            TeV            1 / (cm2 s TeV)     ...                   
     ------------------ ---------------------- ... ------------------
-    1.2589254117941673 2.3566087545160015e-11 ... 24.265126582499175
-    1.9952623149688797  8.856748140841908e-12 ... 22.402062227124972
-    3.1622776601683795 2.4889106248443096e-12 ...  16.76716352007966
-     5.011872336272724    6.1515109448095e-13 ... 11.905981572787919
-     7.943282347242818 2.4384552917645254e-13 ...  8.294084430469225
+    1.2589254117941668  2.350322521621511e-11 ... 24.229120671186884
+     1.995262314968879  8.814591444609662e-12 ...  22.36603887987846
+     3.162277660168379  2.474344368824498e-12 ... 16.731448421861675
+     5.011872336272723  6.121462719873792e-13 ... 11.903495158788706
+     7.943282347242814 2.0870035528602665e-13 ...  9.820827770975622
 
 
 
@@ -1213,7 +1213,7 @@ You can see how to perform a 1D spectral analysis of the same data in
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 0 minutes  31.892 seconds)
+   **Total running time of the script:** ( 0 minutes  28.503 seconds)
 
 
 .. _sphx_glr_download_tutorials_starting_analysis_1.py:
diff --git a/docs/dev/_sources/tutorials/starting/analysis_2.rst.txt b/docs/dev/_sources/tutorials/starting/analysis_2.rst.txt
index 96d749e7c86..ed1e30bb7fd 100644
--- a/docs/dev/_sources/tutorials/starting/analysis_2.rst.txt
+++ b/docs/dev/_sources/tutorials/starting/analysis_2.rst.txt
@@ -155,7 +155,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.2.dev873+gb7de5d9b7 
+            version                : 1.2.dev876+ga0053ed8d 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -626,7 +626,7 @@ parameter error calculation.
             method     : migrad
             success    : True
             message    : Optimization terminated successfully.
-            nfev       : 142
+            nfev       : 140
             total stat : 16240.97
 
     CovarianceResult
@@ -665,7 +665,7 @@ The fitted parameters are visible from the
          model         type      name     value    ... frozen is_norm link prior
     ---------------- -------- --------- ---------- ... ------ ------- ---- -----
                 crab spectral     index 2.6000e+00 ...  False   False       None
-                crab spectral amplitude 4.5911e-11 ...  False    True       None
+                crab spectral amplitude 4.5908e-11 ...  False    True       None
                 crab spectral reference 1.0000e+00 ...   True   False       None
                 crab  spatial     lon_0 8.3619e+01 ...  False   False       None
                 crab  spatial     lat_0 2.2024e+01 ...  False   False       None
@@ -798,7 +798,7 @@ can plot interactively:
 
  .. code-block:: none
 
-    
    
    interactive(children=(SelectionSlider(continuous_update=False, description='Select energy:', layout=Layout(width='50%'), options=('1.00 TeV - 1.78 TeV', '1.78 TeV - 3.16 TeV', '3.16 TeV - 5.62 TeV', '5.62 TeV - 10.0 TeV'), style=SliderStyle(description_width='initial'), value='1.00 TeV - 1.78 TeV'), RadioButtons(description='Select stretch:', options=('linear', 'sqrt', 'log'), style=DescriptionStyle(description_width='initial'), value='linear'), Output()), _dom_classes=('widget-interact',))
+    
    
    interactive(children=(SelectionSlider(continuous_update=False, description='Select energy:', layout=Layout(width='50%'), options=('1.00 TeV - 1.78 TeV', '1.78 TeV - 3.16 TeV', '3.16 TeV - 5.62 TeV', '5.62 TeV - 10.00 TeV'), style=SliderStyle(description_width='initial'), value='1.00 TeV - 1.78 TeV'), RadioButtons(description='Select stretch:', options=('linear', 'sqrt', 'log'), style=DescriptionStyle(description_width='initial'), value='linear'), Output()), _dom_classes=('widget-interact',))
 
 
 
@@ -914,7 +914,7 @@ name.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 0 minutes  15.155 seconds)
+   **Total running time of the script:** ( 0 minutes  13.287 seconds)
 
 
 .. _sphx_glr_download_tutorials_starting_analysis_2.py:
diff --git a/docs/dev/_sources/tutorials/starting/overview.rst.txt b/docs/dev/_sources/tutorials/starting/overview.rst.txt
index 1fd5d58d0d8..c7e3520ee1a 100644
--- a/docs/dev/_sources/tutorials/starting/overview.rst.txt
+++ b/docs/dev/_sources/tutorials/starting/overview.rst.txt
@@ -137,7 +137,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.2.dev873+gb7de5d9b7 
+            version                : 1.2.dev876+ga0053ed8d 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
diff --git a/docs/dev/_sources/tutorials/starting/sg_execution_times.rst.txt b/docs/dev/_sources/tutorials/starting/sg_execution_times.rst.txt
index 084c55ccccf..0e7d92b5a2d 100644
--- a/docs/dev/_sources/tutorials/starting/sg_execution_times.rst.txt
+++ b/docs/dev/_sources/tutorials/starting/sg_execution_times.rst.txt
@@ -6,12 +6,12 @@
 
 Computation times
 =================
-**00:49.099** total execution time for **tutorials_starting** files:
+**00:43.531** total execution time for **tutorials_starting** files:
 
 +----------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorials_starting_analysis_1.py` (``analysis_1.py``) | 00:31.892 | 0.0 MB |
+| :ref:`sphx_glr_tutorials_starting_analysis_1.py` (``analysis_1.py``) | 00:28.503 | 0.0 MB |
 +----------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorials_starting_analysis_2.py` (``analysis_2.py``) | 00:15.155 | 0.0 MB |
+| :ref:`sphx_glr_tutorials_starting_analysis_2.py` (``analysis_2.py``) | 00:13.287 | 0.0 MB |
 +----------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorials_starting_overview.py` (``overview.py``)     | 00:02.052 | 0.0 MB |
+| :ref:`sphx_glr_tutorials_starting_overview.py` (``overview.py``)     | 00:01.741 | 0.0 MB |
 +----------------------------------------------------------------------+-----------+--------+
diff --git a/docs/dev/_sources/user-guide/model-gallery/spatial/sg_execution_times.rst.txt b/docs/dev/_sources/user-guide/model-gallery/spatial/sg_execution_times.rst.txt
index cd91d266475..3054355c97d 100644
--- a/docs/dev/_sources/user-guide/model-gallery/spatial/sg_execution_times.rst.txt
+++ b/docs/dev/_sources/user-guide/model-gallery/spatial/sg_execution_times.rst.txt
@@ -6,24 +6,24 @@
 
 Computation times
 =================
-**00:03.010** total execution time for **user-guide_model-gallery_spatial** files:
+**00:02.436** total execution time for **user-guide_model-gallery_spatial** files:
 
 +----------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_constant.py` (``plot_constant.py``)                             | 00:00.534 | 0.0 MB |
+| :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_constant.py` (``plot_constant.py``)                             | 00:00.435 | 0.0 MB |
 +----------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_disk.py` (``plot_disk.py``)                                     | 00:00.439 | 0.0 MB |
+| :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_disk.py` (``plot_disk.py``)                                     | 00:00.366 | 0.0 MB |
 +----------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_template.py` (``plot_template.py``)                             | 00:00.350 | 0.0 MB |
+| :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_template.py` (``plot_template.py``)                             | 00:00.278 | 0.0 MB |
 +----------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_gauss.py` (``plot_gauss.py``)                                   | 00:00.344 | 0.0 MB |
+| :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_gen_gauss.py` (``plot_gen_gauss.py``)                           | 00:00.266 | 0.0 MB |
 +----------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_gen_gauss.py` (``plot_gen_gauss.py``)                           | 00:00.333 | 0.0 MB |
+| :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_gauss.py` (``plot_gauss.py``)                                   | 00:00.257 | 0.0 MB |
 +----------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_point.py` (``plot_point.py``)                                   | 00:00.297 | 0.0 MB |
+| :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_point.py` (``plot_point.py``)                                   | 00:00.242 | 0.0 MB |
 +----------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_shell2.py` (``plot_shell2.py``)                                 | 00:00.284 | 0.0 MB |
+| :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_shell.py` (``plot_shell.py``)                                   | 00:00.231 | 0.0 MB |
 +----------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_shell.py` (``plot_shell.py``)                                   | 00:00.264 | 0.0 MB |
+| :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_shell2.py` (``plot_shell2.py``)                                 | 00:00.219 | 0.0 MB |
 +----------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_piecewise_norm_spatial.py` (``plot_piecewise_norm_spatial.py``) | 00:00.164 | 0.0 MB |
+| :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_piecewise_norm_spatial.py` (``plot_piecewise_norm_spatial.py``) | 00:00.142 | 0.0 MB |
 +----------------------------------------------------------------------------------------------------------------------+-----------+--------+
diff --git a/docs/dev/_sources/user-guide/model-gallery/spectral/sg_execution_times.rst.txt b/docs/dev/_sources/user-guide/model-gallery/spectral/sg_execution_times.rst.txt
index 1228c2feff1..5115d5c27b9 100644
--- a/docs/dev/_sources/user-guide/model-gallery/spectral/sg_execution_times.rst.txt
+++ b/docs/dev/_sources/user-guide/model-gallery/spectral/sg_execution_times.rst.txt
@@ -6,46 +6,46 @@
 
 Computation times
 =================
-**00:09.360** total execution time for **user-guide_model-gallery_spectral** files:
+**00:07.587** total execution time for **user-guide_model-gallery_spectral** files:
 
 +-----------------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_absorbed.py` (``plot_absorbed.py``)                                                     | 00:01.397 | 0.0 MB |
+| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_absorbed.py` (``plot_absorbed.py``)                                                     | 00:01.172 | 0.0 MB |
 +-----------------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_naima.py` (``plot_naima.py``)                                                           | 00:00.687 | 0.0 MB |
+| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_naima.py` (``plot_naima.py``)                                                           | 00:00.527 | 0.0 MB |
 +-----------------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_smooth_broken_powerlaw.py` (``plot_smooth_broken_powerlaw.py``)                         | 00:00.563 | 0.0 MB |
+| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_powerlaw2.py` (``plot_powerlaw2.py``)                                                   | 00:00.437 | 0.0 MB |
 +-----------------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_powerlaw2.py` (``plot_powerlaw2.py``)                                                   | 00:00.556 | 0.0 MB |
+| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_smooth_broken_powerlaw.py` (``plot_smooth_broken_powerlaw.py``)                         | 00:00.436 | 0.0 MB |
 +-----------------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_broken_powerlaw.py` (``plot_broken_powerlaw.py``)                                       | 00:00.532 | 0.0 MB |
+| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_broken_powerlaw.py` (``plot_broken_powerlaw.py``)                                       | 00:00.433 | 0.0 MB |
 +-----------------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_compound.py` (``plot_compound.py``)                                                     | 00:00.520 | 0.0 MB |
+| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_compound.py` (``plot_compound.py``)                                                     | 00:00.431 | 0.0 MB |
 +-----------------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_powerlaw.py` (``plot_powerlaw.py``)                                                     | 00:00.509 | 0.0 MB |
+| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_powerlaw.py` (``plot_powerlaw.py``)                                                     | 00:00.427 | 0.0 MB |
 +-----------------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_logparabola_norm_spectral.py` (``plot_logparabola_norm_spectral.py``)                   | 00:00.452 | 0.0 MB |
+| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_logparabola_norm_spectral.py` (``plot_logparabola_norm_spectral.py``)                   | 00:00.360 | 0.0 MB |
 +-----------------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_powerlaw_norm_spectral.py` (``plot_powerlaw_norm_spectral.py``)                         | 00:00.446 | 0.0 MB |
+| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_powerlaw_norm_spectral.py` (``plot_powerlaw_norm_spectral.py``)                         | 00:00.360 | 0.0 MB |
 +-----------------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_super_exp_cutoff_powerlaw_4fgl.py` (``plot_super_exp_cutoff_powerlaw_4fgl.py``)         | 00:00.382 | 0.0 MB |
+| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_constant_spectral.py` (``plot_constant_spectral.py``)                                   | 00:00.306 | 0.0 MB |
 +-----------------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_constant_spectral.py` (``plot_constant_spectral.py``)                                   | 00:00.369 | 0.0 MB |
+| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_piecewise_norm_spectral.py` (``plot_piecewise_norm_spectral.py``)                       | 00:00.289 | 0.0 MB |
 +-----------------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_super_exp_cutoff_powerlaw_4fgl_dr1.py` (``plot_super_exp_cutoff_powerlaw_4fgl_dr1.py``) | 00:00.363 | 0.0 MB |
+| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_exp_cutoff_powerlaw_norm_spectral.py` (``plot_exp_cutoff_powerlaw_norm_spectral.py``)   | 00:00.284 | 0.0 MB |
 +-----------------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_super_exp_cutoff_powerlaw_3fgl.py` (``plot_super_exp_cutoff_powerlaw_3fgl.py``)         | 00:00.346 | 0.0 MB |
+| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_super_exp_cutoff_powerlaw_4fgl_dr1.py` (``plot_super_exp_cutoff_powerlaw_4fgl_dr1.py``) | 00:00.280 | 0.0 MB |
 +-----------------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_exp_cutoff_powerlaw_norm_spectral.py` (``plot_exp_cutoff_powerlaw_norm_spectral.py``)   | 00:00.344 | 0.0 MB |
+| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_super_exp_cutoff_powerlaw_4fgl.py` (``plot_super_exp_cutoff_powerlaw_4fgl.py``)         | 00:00.279 | 0.0 MB |
 +-----------------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_piecewise_norm_spectral.py` (``plot_piecewise_norm_spectral.py``)                       | 00:00.337 | 0.0 MB |
+| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_super_exp_cutoff_powerlaw_3fgl.py` (``plot_super_exp_cutoff_powerlaw_3fgl.py``)         | 00:00.275 | 0.0 MB |
 +-----------------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_gauss_spectral.py` (``plot_gauss_spectral.py``)                                         | 00:00.327 | 0.0 MB |
+| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_gauss_spectral.py` (``plot_gauss_spectral.py``)                                         | 00:00.274 | 0.0 MB |
 +-----------------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_exp_cutoff_powerlaw.py` (``plot_exp_cutoff_powerlaw.py``)                               | 00:00.310 | 0.0 MB |
+| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_exp_cutoff_powerlaw.py` (``plot_exp_cutoff_powerlaw.py``)                               | 00:00.256 | 0.0 MB |
 +-----------------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_exp_cutoff_powerlaw_3fgl.py` (``plot_exp_cutoff_powerlaw_3fgl.py``)                     | 00:00.309 | 0.0 MB |
+| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_logparabola.py` (``plot_logparabola.py``)                                               | 00:00.255 | 0.0 MB |
 +-----------------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_template_spectral.py` (``plot_template_spectral.py``)                                   | 00:00.306 | 0.0 MB |
+| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_exp_cutoff_powerlaw_3fgl.py` (``plot_exp_cutoff_powerlaw_3fgl.py``)                     | 00:00.255 | 0.0 MB |
 +-----------------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_logparabola.py` (``plot_logparabola.py``)                                               | 00:00.305 | 0.0 MB |
+| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_template_spectral.py` (``plot_template_spectral.py``)                                   | 00:00.252 | 0.0 MB |
 +-----------------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+
diff --git a/docs/dev/_sources/user-guide/model-gallery/temporal/plot_linear_temporal.rst.txt b/docs/dev/_sources/user-guide/model-gallery/temporal/plot_linear_temporal.rst.txt
index cb4db78d100..2d57337b892 100644
--- a/docs/dev/_sources/user-guide/model-gallery/temporal/plot_linear_temporal.rst.txt
+++ b/docs/dev/_sources/user-guide/model-gallery/temporal/plot_linear_temporal.rst.txt
@@ -117,7 +117,7 @@ Here is an example YAML file using the model:
                 value: 0.5
                 unit: d-1
             -   name: t_ref
-                value: 60242.23695384112
+                value: 60243.28234399253
                 unit: d
             scale: utc
 
diff --git a/docs/dev/_sources/user-guide/model-gallery/temporal/plot_powerlaw_temporal.rst.txt b/docs/dev/_sources/user-guide/model-gallery/temporal/plot_powerlaw_temporal.rst.txt
index 9263a51ebb8..efe9d98d585 100644
--- a/docs/dev/_sources/user-guide/model-gallery/temporal/plot_powerlaw_temporal.rst.txt
+++ b/docs/dev/_sources/user-guide/model-gallery/temporal/plot_powerlaw_temporal.rst.txt
@@ -113,7 +113,7 @@ Here is an example YAML file using the model:
             -   name: alpha
                 value: -2.0
             -   name: t_ref
-                value: 60242.23695792808
+                value: 60243.28234722343
                 unit: d
             -   name: t0
                 value: 1.0
diff --git a/docs/dev/_sources/user-guide/model-gallery/temporal/plot_sine_temporal.rst.txt b/docs/dev/_sources/user-guide/model-gallery/temporal/plot_sine_temporal.rst.txt
index 8ad36eef058..166f5423626 100644
--- a/docs/dev/_sources/user-guide/model-gallery/temporal/plot_sine_temporal.rst.txt
+++ b/docs/dev/_sources/user-guide/model-gallery/temporal/plot_sine_temporal.rst.txt
@@ -119,7 +119,7 @@ Here is an example YAML file using the model:
                 value: 0.7853981633974483
                 unit: d-1 rad
             -   name: t_ref
-                value: 60242.23696353704
+                value: 60243.28235166806
                 unit: d
             scale: utc
 
diff --git a/docs/dev/_sources/user-guide/model-gallery/temporal/sg_execution_times.rst.txt b/docs/dev/_sources/user-guide/model-gallery/temporal/sg_execution_times.rst.txt
index 3ac08c83221..a0f5539b758 100644
--- a/docs/dev/_sources/user-guide/model-gallery/temporal/sg_execution_times.rst.txt
+++ b/docs/dev/_sources/user-guide/model-gallery/temporal/sg_execution_times.rst.txt
@@ -6,24 +6,24 @@
 
 Computation times
 =================
-**00:02.348** total execution time for **user-guide_model-gallery_temporal** files:
+**00:01.797** total execution time for **user-guide_model-gallery_temporal** files:
 
 +-------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_user-guide_model-gallery_temporal_plot_constant_temporal.py` (``plot_constant_temporal.py``)                         | 00:00.812 | 0.0 MB |
+| :ref:`sphx_glr_user-guide_model-gallery_temporal_plot_constant_temporal.py` (``plot_constant_temporal.py``)                         | 00:00.587 | 0.0 MB |
 +-------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_user-guide_model-gallery_temporal_plot_powerlaw_temporal.py` (``plot_powerlaw_temporal.py``)                         | 00:00.304 | 0.0 MB |
+| :ref:`sphx_glr_user-guide_model-gallery_temporal_plot_powerlaw_temporal.py` (``plot_powerlaw_temporal.py``)                         | 00:00.232 | 0.0 MB |
 +-------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_user-guide_model-gallery_temporal_plot_template_phase_temporal.py` (``plot_template_phase_temporal.py``)             | 00:00.202 | 0.0 MB |
+| :ref:`sphx_glr_user-guide_model-gallery_temporal_plot_template_phase_temporal.py` (``plot_template_phase_temporal.py``)             | 00:00.157 | 0.0 MB |
 +-------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_user-guide_model-gallery_temporal_plot_template_temporal.py` (``plot_template_temporal.py``)                         | 00:00.187 | 0.0 MB |
+| :ref:`sphx_glr_user-guide_model-gallery_temporal_plot_template_temporal.py` (``plot_template_temporal.py``)                         | 00:00.150 | 0.0 MB |
 +-------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_user-guide_model-gallery_temporal_plot_sine_temporal.py` (``plot_sine_temporal.py``)                                 | 00:00.183 | 0.0 MB |
+| :ref:`sphx_glr_user-guide_model-gallery_temporal_plot_generalized_gaussian_temporal.py` (``plot_generalized_gaussian_temporal.py``) | 00:00.137 | 0.0 MB |
 +-------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_user-guide_model-gallery_temporal_plot_generalized_gaussian_temporal.py` (``plot_generalized_gaussian_temporal.py``) | 00:00.170 | 0.0 MB |
+| :ref:`sphx_glr_user-guide_model-gallery_temporal_plot_gaussian_temporal.py` (``plot_gaussian_temporal.py``)                         | 00:00.137 | 0.0 MB |
 +-------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_user-guide_model-gallery_temporal_plot_expdecay_temporal.py` (``plot_expdecay_temporal.py``)                         | 00:00.164 | 0.0 MB |
+| :ref:`sphx_glr_user-guide_model-gallery_temporal_plot_expdecay_temporal.py` (``plot_expdecay_temporal.py``)                         | 00:00.136 | 0.0 MB |
 +-------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_user-guide_model-gallery_temporal_plot_gaussian_temporal.py` (``plot_gaussian_temporal.py``)                         | 00:00.163 | 0.0 MB |
+| :ref:`sphx_glr_user-guide_model-gallery_temporal_plot_sine_temporal.py` (``plot_sine_temporal.py``)                                 | 00:00.133 | 0.0 MB |
 +-------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_user-guide_model-gallery_temporal_plot_linear_temporal.py` (``plot_linear_temporal.py``)                             | 00:00.163 | 0.0 MB |
+| :ref:`sphx_glr_user-guide_model-gallery_temporal_plot_linear_temporal.py` (``plot_linear_temporal.py``)                             | 00:00.128 | 0.0 MB |
 +-------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+
diff --git a/docs/dev/api-reference/analysis.html b/docs/dev/api-reference/analysis.html
index 4d973bc880c..85995d09f44 100644
--- a/docs/dev/api-reference/analysis.html
+++ b/docs/dev/api-reference/analysis.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api-reference/astro.html b/docs/dev/api-reference/astro.html
index e40da8ab36f..a5f90e220ac 100644
--- a/docs/dev/api-reference/astro.html
+++ b/docs/dev/api-reference/astro.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api-reference/catalog.html b/docs/dev/api-reference/catalog.html
index 343e3b72fa7..7cdfdee762e 100644
--- a/docs/dev/api-reference/catalog.html
+++ b/docs/dev/api-reference/catalog.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api-reference/data.html b/docs/dev/api-reference/data.html
index 21dba5e3601..cdb3b05c5bd 100644
--- a/docs/dev/api-reference/data.html
+++ b/docs/dev/api-reference/data.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api-reference/datasets.html b/docs/dev/api-reference/datasets.html
index 64ff3f812fd..1b717e6f71d 100644
--- a/docs/dev/api-reference/datasets.html
+++ b/docs/dev/api-reference/datasets.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api-reference/estimators.html b/docs/dev/api-reference/estimators.html
index b57c1ae8ce9..9ce76e307c1 100644
--- a/docs/dev/api-reference/estimators.html
+++ b/docs/dev/api-reference/estimators.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api-reference/index.html b/docs/dev/api-reference/index.html
index 3bcc80e3587..4fb59f77607 100644
--- a/docs/dev/api-reference/index.html
+++ b/docs/dev/api-reference/index.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api-reference/irf.html b/docs/dev/api-reference/irf.html
index 723aa1266f5..5c59853608a 100644
--- a/docs/dev/api-reference/irf.html
+++ b/docs/dev/api-reference/irf.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api-reference/makers.html b/docs/dev/api-reference/makers.html
index 1643b747149..31eab5861d4 100644
--- a/docs/dev/api-reference/makers.html
+++ b/docs/dev/api-reference/makers.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
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index f7e7ffa5c70..05d115f12a6 100644
--- a/docs/dev/api-reference/maps.html
+++ b/docs/dev/api-reference/maps.html
@@ -191,7 +191,7 @@
 
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-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
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diff --git a/docs/dev/api-reference/modeling.html b/docs/dev/api-reference/modeling.html
index 9e4b41a937f..d672ebd6d4c 100644
--- a/docs/dev/api-reference/modeling.html
+++ b/docs/dev/api-reference/modeling.html
@@ -191,7 +191,7 @@
 
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             // replace dropdown button text with the preferred display name of
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+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api-reference/scripts.html b/docs/dev/api-reference/scripts.html
index 1f12b30fab0..edb34bd1f5b 100644
--- a/docs/dev/api-reference/scripts.html
+++ b/docs/dev/api-reference/scripts.html
@@ -191,7 +191,7 @@
 
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             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
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diff --git a/docs/dev/api-reference/stats.html b/docs/dev/api-reference/stats.html
index 3f16ae3d22c..c0841a4ba3c 100644
--- a/docs/dev/api-reference/stats.html
+++ b/docs/dev/api-reference/stats.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
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+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
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diff --git a/docs/dev/api-reference/utils.html b/docs/dev/api-reference/utils.html
index 82933bb7cc8..cef1a6dfdb9 100644
--- a/docs/dev/api-reference/utils.html
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@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
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diff --git a/docs/dev/api-reference/visualization.html b/docs/dev/api-reference/visualization.html
index 923cf209c70..42ced66f79b 100644
--- a/docs/dev/api-reference/visualization.html
+++ b/docs/dev/api-reference/visualization.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
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+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.analysis.Analysis.html b/docs/dev/api/gammapy.analysis.Analysis.html
index d96e2d999e4..63ba782469b 100644
--- a/docs/dev/api/gammapy.analysis.Analysis.html
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@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
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diff --git a/docs/dev/api/gammapy.analysis.AnalysisConfig.html b/docs/dev/api/gammapy.analysis.AnalysisConfig.html
index 7623c61c1cd..f4e0a8a4957 100644
--- a/docs/dev/api/gammapy.analysis.AnalysisConfig.html
+++ b/docs/dev/api/gammapy.analysis.AnalysisConfig.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
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diff --git a/docs/dev/api/gammapy.astro.darkmatter.BurkertProfile.html b/docs/dev/api/gammapy.astro.darkmatter.BurkertProfile.html
index 5fd34850e05..4df50599ba6 100644
--- a/docs/dev/api/gammapy.astro.darkmatter.BurkertProfile.html
+++ b/docs/dev/api/gammapy.astro.darkmatter.BurkertProfile.html
@@ -192,7 +192,7 @@
 
             $("#version_switcher_menu").append(node);
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+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
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diff --git a/docs/dev/api/gammapy.astro.darkmatter.DMProfile.html b/docs/dev/api/gammapy.astro.darkmatter.DMProfile.html
index b0d31f012f4..6af34cc2a82 100644
--- a/docs/dev/api/gammapy.astro.darkmatter.DMProfile.html
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@@ -192,7 +192,7 @@
 
             $("#version_switcher_menu").append(node);
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+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.astro.darkmatter.DarkMatterAnnihilationSpectralModel.html b/docs/dev/api/gammapy.astro.darkmatter.DarkMatterAnnihilationSpectralModel.html
index b5b054ce3a8..4d642ce6687 100644
--- a/docs/dev/api/gammapy.astro.darkmatter.DarkMatterAnnihilationSpectralModel.html
+++ b/docs/dev/api/gammapy.astro.darkmatter.DarkMatterAnnihilationSpectralModel.html
@@ -192,7 +192,7 @@
 
             $("#version_switcher_menu").append(node);
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diff --git a/docs/dev/api/gammapy.astro.darkmatter.DarkMatterDecaySpectralModel.html b/docs/dev/api/gammapy.astro.darkmatter.DarkMatterDecaySpectralModel.html
index e409b24d822..ec886e1d59c 100644
--- a/docs/dev/api/gammapy.astro.darkmatter.DarkMatterDecaySpectralModel.html
+++ b/docs/dev/api/gammapy.astro.darkmatter.DarkMatterDecaySpectralModel.html
@@ -192,7 +192,7 @@
 
             $("#version_switcher_menu").append(node);
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diff --git a/docs/dev/api/gammapy.astro.darkmatter.EinastoProfile.html b/docs/dev/api/gammapy.astro.darkmatter.EinastoProfile.html
index 968533c85e6..90ee2f235c3 100644
--- a/docs/dev/api/gammapy.astro.darkmatter.EinastoProfile.html
+++ b/docs/dev/api/gammapy.astro.darkmatter.EinastoProfile.html
@@ -192,7 +192,7 @@
 
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diff --git a/docs/dev/api/gammapy.astro.darkmatter.IsothermalProfile.html b/docs/dev/api/gammapy.astro.darkmatter.IsothermalProfile.html
index 667ecb23214..3ecf8718cf9 100644
--- a/docs/dev/api/gammapy.astro.darkmatter.IsothermalProfile.html
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@@ -192,7 +192,7 @@
 
             $("#version_switcher_menu").append(node);
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diff --git a/docs/dev/api/gammapy.astro.darkmatter.JFactory.html b/docs/dev/api/gammapy.astro.darkmatter.JFactory.html
index f3b98e957e5..b6436649ad6 100644
--- a/docs/dev/api/gammapy.astro.darkmatter.JFactory.html
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@@ -192,7 +192,7 @@
 
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diff --git a/docs/dev/api/gammapy.astro.darkmatter.MooreProfile.html b/docs/dev/api/gammapy.astro.darkmatter.MooreProfile.html
index 96c3528815a..4db5c1b18b8 100644
--- a/docs/dev/api/gammapy.astro.darkmatter.MooreProfile.html
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@@ -192,7 +192,7 @@
 
             $("#version_switcher_menu").append(node);
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diff --git a/docs/dev/api/gammapy.astro.darkmatter.NFWProfile.html b/docs/dev/api/gammapy.astro.darkmatter.NFWProfile.html
index 9766b918ebd..e514110e07c 100644
--- a/docs/dev/api/gammapy.astro.darkmatter.NFWProfile.html
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@@ -192,7 +192,7 @@
 
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diff --git a/docs/dev/api/gammapy.astro.darkmatter.PrimaryFlux.html b/docs/dev/api/gammapy.astro.darkmatter.PrimaryFlux.html
index 65dc8ecb792..0c850d44290 100644
--- a/docs/dev/api/gammapy.astro.darkmatter.PrimaryFlux.html
+++ b/docs/dev/api/gammapy.astro.darkmatter.PrimaryFlux.html
@@ -192,7 +192,7 @@
 
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diff --git a/docs/dev/api/gammapy.astro.darkmatter.ZhaoProfile.html b/docs/dev/api/gammapy.astro.darkmatter.ZhaoProfile.html
index 044fecfcdc8..ecd592fc330 100644
--- a/docs/dev/api/gammapy.astro.darkmatter.ZhaoProfile.html
+++ b/docs/dev/api/gammapy.astro.darkmatter.ZhaoProfile.html
@@ -192,7 +192,7 @@
 
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diff --git a/docs/dev/api/gammapy.astro.population.CaseBattacharya1998.html b/docs/dev/api/gammapy.astro.population.CaseBattacharya1998.html
index 6a6cf693c8a..322ea500c63 100644
--- a/docs/dev/api/gammapy.astro.population.CaseBattacharya1998.html
+++ b/docs/dev/api/gammapy.astro.population.CaseBattacharya1998.html
@@ -192,7 +192,7 @@
 
             $("#version_switcher_menu").append(node);
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diff --git a/docs/dev/api/gammapy.astro.population.Exponential.html b/docs/dev/api/gammapy.astro.population.Exponential.html
index d5e7fe275c4..19fbe7f3112 100644
--- a/docs/dev/api/gammapy.astro.population.Exponential.html
+++ b/docs/dev/api/gammapy.astro.population.Exponential.html
@@ -192,7 +192,7 @@
 
             $("#version_switcher_menu").append(node);
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diff --git a/docs/dev/api/gammapy.astro.population.FaucherKaspi2006.html b/docs/dev/api/gammapy.astro.population.FaucherKaspi2006.html
index 2aab937a8d8..e1bf4683585 100644
--- a/docs/dev/api/gammapy.astro.population.FaucherKaspi2006.html
+++ b/docs/dev/api/gammapy.astro.population.FaucherKaspi2006.html
@@ -192,7 +192,7 @@
 
             $("#version_switcher_menu").append(node);
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diff --git a/docs/dev/api/gammapy.astro.population.FaucherKaspi2006VelocityBimodal.html b/docs/dev/api/gammapy.astro.population.FaucherKaspi2006VelocityBimodal.html
index 48066888874..65441be5903 100644
--- a/docs/dev/api/gammapy.astro.population.FaucherKaspi2006VelocityBimodal.html
+++ b/docs/dev/api/gammapy.astro.population.FaucherKaspi2006VelocityBimodal.html
@@ -192,7 +192,7 @@
 
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diff --git a/docs/dev/api/gammapy.astro.population.FaucherKaspi2006VelocityMaxwellian.html b/docs/dev/api/gammapy.astro.population.FaucherKaspi2006VelocityMaxwellian.html
index 535c1cc9fbf..62856c00978 100644
--- a/docs/dev/api/gammapy.astro.population.FaucherKaspi2006VelocityMaxwellian.html
+++ b/docs/dev/api/gammapy.astro.population.FaucherKaspi2006VelocityMaxwellian.html
@@ -192,7 +192,7 @@
 
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diff --git a/docs/dev/api/gammapy.astro.population.FaucherSpiral.html b/docs/dev/api/gammapy.astro.population.FaucherSpiral.html
index 4a144d51f80..edd27115735 100644
--- a/docs/dev/api/gammapy.astro.population.FaucherSpiral.html
+++ b/docs/dev/api/gammapy.astro.population.FaucherSpiral.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
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diff --git a/docs/dev/api/gammapy.astro.population.LogSpiral.html b/docs/dev/api/gammapy.astro.population.LogSpiral.html
index 6f2bc8fd76c..3abdc6beb22 100644
--- a/docs/dev/api/gammapy.astro.population.LogSpiral.html
+++ b/docs/dev/api/gammapy.astro.population.LogSpiral.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
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diff --git a/docs/dev/api/gammapy.astro.population.Lorimer2006.html b/docs/dev/api/gammapy.astro.population.Lorimer2006.html
index ce9e7a2f0ea..55a0be13b1e 100644
--- a/docs/dev/api/gammapy.astro.population.Lorimer2006.html
+++ b/docs/dev/api/gammapy.astro.population.Lorimer2006.html
@@ -192,7 +192,7 @@
 
             $("#version_switcher_menu").append(node);
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diff --git a/docs/dev/api/gammapy.astro.population.Paczynski1990.html b/docs/dev/api/gammapy.astro.population.Paczynski1990.html
index a5bb6df2dea..b950147cb58 100644
--- a/docs/dev/api/gammapy.astro.population.Paczynski1990.html
+++ b/docs/dev/api/gammapy.astro.population.Paczynski1990.html
@@ -192,7 +192,7 @@
 
             $("#version_switcher_menu").append(node);
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diff --git a/docs/dev/api/gammapy.astro.population.Paczynski1990Velocity.html b/docs/dev/api/gammapy.astro.population.Paczynski1990Velocity.html
index 02f980733d2..31f66d7679d 100644
--- a/docs/dev/api/gammapy.astro.population.Paczynski1990Velocity.html
+++ b/docs/dev/api/gammapy.astro.population.Paczynski1990Velocity.html
@@ -192,7 +192,7 @@
 
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diff --git a/docs/dev/api/gammapy.astro.population.ValleeSpiral.html b/docs/dev/api/gammapy.astro.population.ValleeSpiral.html
index f9d7f568d64..bdc7123abf6 100644
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+++ b/docs/dev/api/gammapy.astro.population.ValleeSpiral.html
@@ -191,7 +191,7 @@
 
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diff --git a/docs/dev/api/gammapy.astro.population.YusifovKucuk2004.html b/docs/dev/api/gammapy.astro.population.YusifovKucuk2004.html
index 112e06aa751..233e10d5b53 100644
--- a/docs/dev/api/gammapy.astro.population.YusifovKucuk2004.html
+++ b/docs/dev/api/gammapy.astro.population.YusifovKucuk2004.html
@@ -192,7 +192,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
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diff --git a/docs/dev/api/gammapy.astro.population.YusifovKucuk2004B.html b/docs/dev/api/gammapy.astro.population.YusifovKucuk2004B.html
index cf4dbc19801..5ef2a6eedc6 100644
--- a/docs/dev/api/gammapy.astro.population.YusifovKucuk2004B.html
+++ b/docs/dev/api/gammapy.astro.population.YusifovKucuk2004B.html
@@ -192,7 +192,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.astro.population.add_observed_parameters.html b/docs/dev/api/gammapy.astro.population.add_observed_parameters.html
index 9f1d8109fd1..b700c156ad4 100644
--- a/docs/dev/api/gammapy.astro.population.add_observed_parameters.html
+++ b/docs/dev/api/gammapy.astro.population.add_observed_parameters.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.astro.population.add_pulsar_parameters.html b/docs/dev/api/gammapy.astro.population.add_pulsar_parameters.html
index 9c8b9e2f000..baaa764ab73 100644
--- a/docs/dev/api/gammapy.astro.population.add_pulsar_parameters.html
+++ b/docs/dev/api/gammapy.astro.population.add_pulsar_parameters.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.astro.population.add_pwn_parameters.html b/docs/dev/api/gammapy.astro.population.add_pwn_parameters.html
index 13405d44b6c..1f3907688b0 100644
--- a/docs/dev/api/gammapy.astro.population.add_pwn_parameters.html
+++ b/docs/dev/api/gammapy.astro.population.add_pwn_parameters.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.astro.population.add_snr_parameters.html b/docs/dev/api/gammapy.astro.population.add_snr_parameters.html
index 62ffd087225..f26b14645ee 100644
--- a/docs/dev/api/gammapy.astro.population.add_snr_parameters.html
+++ b/docs/dev/api/gammapy.astro.population.add_snr_parameters.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.astro.population.make_base_catalog_galactic.html b/docs/dev/api/gammapy.astro.population.make_base_catalog_galactic.html
index fee3b8ea9f8..49b78a074b7 100644
--- a/docs/dev/api/gammapy.astro.population.make_base_catalog_galactic.html
+++ b/docs/dev/api/gammapy.astro.population.make_base_catalog_galactic.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.astro.population.make_catalog_random_positions_cube.html b/docs/dev/api/gammapy.astro.population.make_catalog_random_positions_cube.html
index d07baa7cf05..8124c4bdc17 100644
--- a/docs/dev/api/gammapy.astro.population.make_catalog_random_positions_cube.html
+++ b/docs/dev/api/gammapy.astro.population.make_catalog_random_positions_cube.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.astro.population.make_catalog_random_positions_sphere.html b/docs/dev/api/gammapy.astro.population.make_catalog_random_positions_sphere.html
index 72ce41934cf..7b7d1d5f209 100644
--- a/docs/dev/api/gammapy.astro.population.make_catalog_random_positions_sphere.html
+++ b/docs/dev/api/gammapy.astro.population.make_catalog_random_positions_sphere.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.astro.population.radial_distributions.html b/docs/dev/api/gammapy.astro.population.radial_distributions.html
index d6e2d4ca30d..fde26d4b1fa 100644
--- a/docs/dev/api/gammapy.astro.population.radial_distributions.html
+++ b/docs/dev/api/gammapy.astro.population.radial_distributions.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.astro.population.velocity_distributions.html b/docs/dev/api/gammapy.astro.population.velocity_distributions.html
index 02340476dd9..f6ea3e0e1b6 100644
--- a/docs/dev/api/gammapy.astro.population.velocity_distributions.html
+++ b/docs/dev/api/gammapy.astro.population.velocity_distributions.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.astro.source.PWN.html b/docs/dev/api/gammapy.astro.source.PWN.html
index 9360f07404e..38e8bf6c999 100644
--- a/docs/dev/api/gammapy.astro.source.PWN.html
+++ b/docs/dev/api/gammapy.astro.source.PWN.html
@@ -192,7 +192,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.astro.source.Pulsar.html b/docs/dev/api/gammapy.astro.source.Pulsar.html
index 8ea101426ef..90e5e55b7e5 100644
--- a/docs/dev/api/gammapy.astro.source.Pulsar.html
+++ b/docs/dev/api/gammapy.astro.source.Pulsar.html
@@ -192,7 +192,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.astro.source.SNR.html b/docs/dev/api/gammapy.astro.source.SNR.html
index bc602d9a106..09844b467ed 100644
--- a/docs/dev/api/gammapy.astro.source.SNR.html
+++ b/docs/dev/api/gammapy.astro.source.SNR.html
@@ -192,7 +192,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.astro.source.SNRTrueloveMcKee.html b/docs/dev/api/gammapy.astro.source.SNRTrueloveMcKee.html
index fe2442a2de6..56b745d6701 100644
--- a/docs/dev/api/gammapy.astro.source.SNRTrueloveMcKee.html
+++ b/docs/dev/api/gammapy.astro.source.SNRTrueloveMcKee.html
@@ -192,7 +192,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.astro.source.SimplePulsar.html b/docs/dev/api/gammapy.astro.source.SimplePulsar.html
index 0a222e8469a..c032b28260d 100644
--- a/docs/dev/api/gammapy.astro.source.SimplePulsar.html
+++ b/docs/dev/api/gammapy.astro.source.SimplePulsar.html
@@ -192,7 +192,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.catalog.CATALOG_REGISTRY.html b/docs/dev/api/gammapy.catalog.CATALOG_REGISTRY.html
index be0c0e5dcc2..128f7a7adba 100644
--- a/docs/dev/api/gammapy.catalog.CATALOG_REGISTRY.html
+++ b/docs/dev/api/gammapy.catalog.CATALOG_REGISTRY.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.catalog.SourceCatalog.html b/docs/dev/api/gammapy.catalog.SourceCatalog.html
index b08cf6e8583..592193ec6ec 100644
--- a/docs/dev/api/gammapy.catalog.SourceCatalog.html
+++ b/docs/dev/api/gammapy.catalog.SourceCatalog.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.catalog.SourceCatalog1LHAASO.html b/docs/dev/api/gammapy.catalog.SourceCatalog1LHAASO.html
index 69995c04192..1f31c784374 100644
--- a/docs/dev/api/gammapy.catalog.SourceCatalog1LHAASO.html
+++ b/docs/dev/api/gammapy.catalog.SourceCatalog1LHAASO.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.catalog.SourceCatalog2FHL.html b/docs/dev/api/gammapy.catalog.SourceCatalog2FHL.html
index f5afeebf31d..765312c2f97 100644
--- a/docs/dev/api/gammapy.catalog.SourceCatalog2FHL.html
+++ b/docs/dev/api/gammapy.catalog.SourceCatalog2FHL.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.catalog.SourceCatalog2HWC.html b/docs/dev/api/gammapy.catalog.SourceCatalog2HWC.html
index 930671747f7..6292709708e 100644
--- a/docs/dev/api/gammapy.catalog.SourceCatalog2HWC.html
+++ b/docs/dev/api/gammapy.catalog.SourceCatalog2HWC.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.catalog.SourceCatalog3FGL.html b/docs/dev/api/gammapy.catalog.SourceCatalog3FGL.html
index 12451abc7e3..04a06d2f150 100644
--- a/docs/dev/api/gammapy.catalog.SourceCatalog3FGL.html
+++ b/docs/dev/api/gammapy.catalog.SourceCatalog3FGL.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.catalog.SourceCatalog3FHL.html b/docs/dev/api/gammapy.catalog.SourceCatalog3FHL.html
index 7fb43f09b0e..59586d0e285 100644
--- a/docs/dev/api/gammapy.catalog.SourceCatalog3FHL.html
+++ b/docs/dev/api/gammapy.catalog.SourceCatalog3FHL.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.catalog.SourceCatalog3HWC.html b/docs/dev/api/gammapy.catalog.SourceCatalog3HWC.html
index c2719424366..aa2f08d1740 100644
--- a/docs/dev/api/gammapy.catalog.SourceCatalog3HWC.html
+++ b/docs/dev/api/gammapy.catalog.SourceCatalog3HWC.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.catalog.SourceCatalog4FGL.html b/docs/dev/api/gammapy.catalog.SourceCatalog4FGL.html
index d7ef0c6cc2d..e7c8c1ff535 100644
--- a/docs/dev/api/gammapy.catalog.SourceCatalog4FGL.html
+++ b/docs/dev/api/gammapy.catalog.SourceCatalog4FGL.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.catalog.SourceCatalogGammaCat.html b/docs/dev/api/gammapy.catalog.SourceCatalogGammaCat.html
index 4c8d8a99462..7ea79d9c0fd 100644
--- a/docs/dev/api/gammapy.catalog.SourceCatalogGammaCat.html
+++ b/docs/dev/api/gammapy.catalog.SourceCatalogGammaCat.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.catalog.SourceCatalogHGPS.html b/docs/dev/api/gammapy.catalog.SourceCatalogHGPS.html
index b39be8cff4c..07e23f06b08 100644
--- a/docs/dev/api/gammapy.catalog.SourceCatalogHGPS.html
+++ b/docs/dev/api/gammapy.catalog.SourceCatalogHGPS.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.catalog.SourceCatalogLargeScaleHGPS.html b/docs/dev/api/gammapy.catalog.SourceCatalogLargeScaleHGPS.html
index b7aca948d0c..8cc2ac67e94 100644
--- a/docs/dev/api/gammapy.catalog.SourceCatalogLargeScaleHGPS.html
+++ b/docs/dev/api/gammapy.catalog.SourceCatalogLargeScaleHGPS.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.catalog.SourceCatalogObject.html b/docs/dev/api/gammapy.catalog.SourceCatalogObject.html
index 4ce1026ebfe..e4fcc851282 100644
--- a/docs/dev/api/gammapy.catalog.SourceCatalogObject.html
+++ b/docs/dev/api/gammapy.catalog.SourceCatalogObject.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.catalog.SourceCatalogObject1LHAASO.html b/docs/dev/api/gammapy.catalog.SourceCatalogObject1LHAASO.html
index 4ff8c42d092..a4d2ec550e0 100644
--- a/docs/dev/api/gammapy.catalog.SourceCatalogObject1LHAASO.html
+++ b/docs/dev/api/gammapy.catalog.SourceCatalogObject1LHAASO.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.catalog.SourceCatalogObject2FHL.html b/docs/dev/api/gammapy.catalog.SourceCatalogObject2FHL.html
index 27f3bdee1ea..aef78a2763a 100644
--- a/docs/dev/api/gammapy.catalog.SourceCatalogObject2FHL.html
+++ b/docs/dev/api/gammapy.catalog.SourceCatalogObject2FHL.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.catalog.SourceCatalogObject2HWC.html b/docs/dev/api/gammapy.catalog.SourceCatalogObject2HWC.html
index 8feb2a49575..d17d2a882d2 100644
--- a/docs/dev/api/gammapy.catalog.SourceCatalogObject2HWC.html
+++ b/docs/dev/api/gammapy.catalog.SourceCatalogObject2HWC.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.catalog.SourceCatalogObject3FGL.html b/docs/dev/api/gammapy.catalog.SourceCatalogObject3FGL.html
index ae213cf6800..fba221511dc 100644
--- a/docs/dev/api/gammapy.catalog.SourceCatalogObject3FGL.html
+++ b/docs/dev/api/gammapy.catalog.SourceCatalogObject3FGL.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.catalog.SourceCatalogObject3FHL.html b/docs/dev/api/gammapy.catalog.SourceCatalogObject3FHL.html
index a9c1abacc18..8f2c2ffd97c 100644
--- a/docs/dev/api/gammapy.catalog.SourceCatalogObject3FHL.html
+++ b/docs/dev/api/gammapy.catalog.SourceCatalogObject3FHL.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.catalog.SourceCatalogObject3HWC.html b/docs/dev/api/gammapy.catalog.SourceCatalogObject3HWC.html
index 162ed8a7d11..313b0fecad1 100644
--- a/docs/dev/api/gammapy.catalog.SourceCatalogObject3HWC.html
+++ b/docs/dev/api/gammapy.catalog.SourceCatalogObject3HWC.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.catalog.SourceCatalogObject4FGL.html b/docs/dev/api/gammapy.catalog.SourceCatalogObject4FGL.html
index 659cbddd13c..4bee7685516 100644
--- a/docs/dev/api/gammapy.catalog.SourceCatalogObject4FGL.html
+++ b/docs/dev/api/gammapy.catalog.SourceCatalogObject4FGL.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.catalog.SourceCatalogObjectGammaCat.html b/docs/dev/api/gammapy.catalog.SourceCatalogObjectGammaCat.html
index 6e950800e92..a6a1d67c7c7 100644
--- a/docs/dev/api/gammapy.catalog.SourceCatalogObjectGammaCat.html
+++ b/docs/dev/api/gammapy.catalog.SourceCatalogObjectGammaCat.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.catalog.SourceCatalogObjectHGPS.html b/docs/dev/api/gammapy.catalog.SourceCatalogObjectHGPS.html
index 689142fa33c..f1a62098643 100644
--- a/docs/dev/api/gammapy.catalog.SourceCatalogObjectHGPS.html
+++ b/docs/dev/api/gammapy.catalog.SourceCatalogObjectHGPS.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.catalog.SourceCatalogObjectHGPSComponent.html b/docs/dev/api/gammapy.catalog.SourceCatalogObjectHGPSComponent.html
index 2123837e1ad..e403313302e 100644
--- a/docs/dev/api/gammapy.catalog.SourceCatalogObjectHGPSComponent.html
+++ b/docs/dev/api/gammapy.catalog.SourceCatalogObjectHGPSComponent.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.data.DataStore.html b/docs/dev/api/gammapy.data.DataStore.html
index b9fbed219d8..c9d254c50fd 100644
--- a/docs/dev/api/gammapy.data.DataStore.html
+++ b/docs/dev/api/gammapy.data.DataStore.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.data.EventList.html b/docs/dev/api/gammapy.data.EventList.html
index 2b255737d11..954572937da 100644
--- a/docs/dev/api/gammapy.data.EventList.html
+++ b/docs/dev/api/gammapy.data.EventList.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.data.FixedPointingInfo.html b/docs/dev/api/gammapy.data.FixedPointingInfo.html
index ad1eb8975fe..b553e96997c 100644
--- a/docs/dev/api/gammapy.data.FixedPointingInfo.html
+++ b/docs/dev/api/gammapy.data.FixedPointingInfo.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.data.GTI.html b/docs/dev/api/gammapy.data.GTI.html
index b4c26a3f491..cd2e9efaf68 100644
--- a/docs/dev/api/gammapy.data.GTI.html
+++ b/docs/dev/api/gammapy.data.GTI.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.data.HDUIndexTable.html b/docs/dev/api/gammapy.data.HDUIndexTable.html
index 7aaf5d5135c..47d7ea69e2b 100644
--- a/docs/dev/api/gammapy.data.HDUIndexTable.html
+++ b/docs/dev/api/gammapy.data.HDUIndexTable.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.data.Observation.html b/docs/dev/api/gammapy.data.Observation.html
index f1899721423..47b543e7085 100644
--- a/docs/dev/api/gammapy.data.Observation.html
+++ b/docs/dev/api/gammapy.data.Observation.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.data.ObservationFilter.html b/docs/dev/api/gammapy.data.ObservationFilter.html
index f685e96e038..fae73e0df20 100644
--- a/docs/dev/api/gammapy.data.ObservationFilter.html
+++ b/docs/dev/api/gammapy.data.ObservationFilter.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.data.ObservationMetaData.html b/docs/dev/api/gammapy.data.ObservationMetaData.html
index a4f929c2d7d..292c9b8495a 100644
--- a/docs/dev/api/gammapy.data.ObservationMetaData.html
+++ b/docs/dev/api/gammapy.data.ObservationMetaData.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.data.ObservationTable.html b/docs/dev/api/gammapy.data.ObservationTable.html
index 88571b04887..6f734e6defc 100644
--- a/docs/dev/api/gammapy.data.ObservationTable.html
+++ b/docs/dev/api/gammapy.data.ObservationTable.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.data.Observations.html b/docs/dev/api/gammapy.data.Observations.html
index b3708b9455d..317b1271a7c 100644
--- a/docs/dev/api/gammapy.data.Observations.html
+++ b/docs/dev/api/gammapy.data.Observations.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.data.PointingInfo.html b/docs/dev/api/gammapy.data.PointingInfo.html
index c10bae576c1..5df1f4ead9d 100644
--- a/docs/dev/api/gammapy.data.PointingInfo.html
+++ b/docs/dev/api/gammapy.data.PointingInfo.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.data.PointingMode.html b/docs/dev/api/gammapy.data.PointingMode.html
index 4ee2f6f6b0f..964fc0ff6f1 100644
--- a/docs/dev/api/gammapy.data.PointingMode.html
+++ b/docs/dev/api/gammapy.data.PointingMode.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.data.observatory_locations.html b/docs/dev/api/gammapy.data.observatory_locations.html
index 0a1b092110c..3ed6ede2563 100644
--- a/docs/dev/api/gammapy.data.observatory_locations.html
+++ b/docs/dev/api/gammapy.data.observatory_locations.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.datasets.DATASET_REGISTRY.html b/docs/dev/api/gammapy.datasets.DATASET_REGISTRY.html
index fd5b0560176..6f1e25112c2 100644
--- a/docs/dev/api/gammapy.datasets.DATASET_REGISTRY.html
+++ b/docs/dev/api/gammapy.datasets.DATASET_REGISTRY.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.datasets.Dataset.html b/docs/dev/api/gammapy.datasets.Dataset.html
index 475484a285f..65f5fae158f 100644
--- a/docs/dev/api/gammapy.datasets.Dataset.html
+++ b/docs/dev/api/gammapy.datasets.Dataset.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.datasets.Datasets.html b/docs/dev/api/gammapy.datasets.Datasets.html
index cecb35eaf88..a1a01455505 100644
--- a/docs/dev/api/gammapy.datasets.Datasets.html
+++ b/docs/dev/api/gammapy.datasets.Datasets.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.datasets.FluxPointsDataset.html b/docs/dev/api/gammapy.datasets.FluxPointsDataset.html
index 459652d7fe6..07ab9b36bd0 100644
--- a/docs/dev/api/gammapy.datasets.FluxPointsDataset.html
+++ b/docs/dev/api/gammapy.datasets.FluxPointsDataset.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.datasets.MapDataset.html b/docs/dev/api/gammapy.datasets.MapDataset.html
index 94107ceb1b3..20d839ee732 100644
--- a/docs/dev/api/gammapy.datasets.MapDataset.html
+++ b/docs/dev/api/gammapy.datasets.MapDataset.html
@@ -192,7 +192,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.datasets.MapDatasetEventSampler.html b/docs/dev/api/gammapy.datasets.MapDatasetEventSampler.html
index 8469b2ecd46..b5f5286fb95 100644
--- a/docs/dev/api/gammapy.datasets.MapDatasetEventSampler.html
+++ b/docs/dev/api/gammapy.datasets.MapDatasetEventSampler.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
@@ -1985,7 +1985,7 @@
 
MapDatasetEventSampler#

 

 

-class gammapy.datasets.MapDatasetEventSampler(random_state='random-seed', oversample_energy_factor=10, t_delta=<Quantity 0.5 s>)[source]#

+class gammapy.datasets.MapDatasetEventSampler(random_state='random-seed', oversample_energy_factor=10, t_delta=<Quantity 0.5 s>, keep_mc_id=True)[source]#
 
Bases: object

 
Sample events from a map dataset.

 

@@ -1998,6 +1998,9 @@ 
MapDatasetEventSampler
 
t_deltaQuantity
Time interval used to sample the time-dependent source

 

+
keep_mc_idbool
Flag to tag sampled events from a given model with a Montecarlo identifier.
+Default is True. If set to False, no identifier will be assigned

+

 

 

 

@@ -2011,7 +2014,7 @@ 
MapDatasetEventSampler
event_det_coords(observation, events)

 
Add columns of detector coordinates (DETX-DETY) to the event list.

 
-
event_list_meta(dataset, observation)

+
event_list_meta(dataset, observation[, ...])

 
Event list meta info.

 
 
run(dataset[, observation])

@@ -2056,8 +2059,9 @@ 
MapDatasetEventSampler
 

-static event_list_meta(dataset, observation)[source]#

-
Event list meta info.

+static event_list_meta(dataset, observation, keep_mc_id=True)[source]#
+
Event list meta info.
+Please, note that this function will be updated in the future.

 

 
Parameters

 

@@ -2065,6 +2069,9 @@ 
MapDatasetEventSampler
 
observationObservation
In memory observation

 

+
keep_mc_idbool
Flag to tag sampled events from a given model with a Montecarlo identifier.
+Default is True. If set to False, no identifier will be assigned

+

 

 

 
Returns

diff --git a/docs/dev/api/gammapy.datasets.MapDatasetOnOff.html b/docs/dev/api/gammapy.datasets.MapDatasetOnOff.html
index 587b31b52ec..f50157ce263 100644
--- a/docs/dev/api/gammapy.datasets.MapDatasetOnOff.html
+++ b/docs/dev/api/gammapy.datasets.MapDatasetOnOff.html
@@ -192,7 +192,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.datasets.OGIPDatasetReader.html b/docs/dev/api/gammapy.datasets.OGIPDatasetReader.html
index ab81df7dbe0..9b4c225b7af 100644
--- a/docs/dev/api/gammapy.datasets.OGIPDatasetReader.html
+++ b/docs/dev/api/gammapy.datasets.OGIPDatasetReader.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.datasets.OGIPDatasetWriter.html b/docs/dev/api/gammapy.datasets.OGIPDatasetWriter.html
index b5652a0734c..cdcb9bef28c 100644
--- a/docs/dev/api/gammapy.datasets.OGIPDatasetWriter.html
+++ b/docs/dev/api/gammapy.datasets.OGIPDatasetWriter.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.datasets.SpectrumDataset.html b/docs/dev/api/gammapy.datasets.SpectrumDataset.html
index fa8c20a51ec..5bddebae13a 100644
--- a/docs/dev/api/gammapy.datasets.SpectrumDataset.html
+++ b/docs/dev/api/gammapy.datasets.SpectrumDataset.html
@@ -192,7 +192,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.datasets.SpectrumDatasetOnOff.html b/docs/dev/api/gammapy.datasets.SpectrumDatasetOnOff.html
index 41b78277205..6c432503e85 100644
--- a/docs/dev/api/gammapy.datasets.SpectrumDatasetOnOff.html
+++ b/docs/dev/api/gammapy.datasets.SpectrumDatasetOnOff.html
@@ -192,7 +192,7 @@
 
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             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.datasets.create_map_dataset_geoms.html b/docs/dev/api/gammapy.datasets.create_map_dataset_geoms.html
index a96d1daf2a1..293d55d0918 100644
--- a/docs/dev/api/gammapy.datasets.create_map_dataset_geoms.html
+++ b/docs/dev/api/gammapy.datasets.create_map_dataset_geoms.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.estimators.ASmoothMapEstimator.html b/docs/dev/api/gammapy.estimators.ASmoothMapEstimator.html
index d2b6c01b7da..c961087dc63 100644
--- a/docs/dev/api/gammapy.estimators.ASmoothMapEstimator.html
+++ b/docs/dev/api/gammapy.estimators.ASmoothMapEstimator.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.estimators.ESTIMATOR_REGISTRY.html b/docs/dev/api/gammapy.estimators.ESTIMATOR_REGISTRY.html
index 7796866fedb..e3f87fb665a 100644
--- a/docs/dev/api/gammapy.estimators.ESTIMATOR_REGISTRY.html
+++ b/docs/dev/api/gammapy.estimators.ESTIMATOR_REGISTRY.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.estimators.Estimator.html b/docs/dev/api/gammapy.estimators.Estimator.html
index 16685a18b64..44c80ab1f26 100644
--- a/docs/dev/api/gammapy.estimators.Estimator.html
+++ b/docs/dev/api/gammapy.estimators.Estimator.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
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+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.estimators.ExcessMapEstimator.html b/docs/dev/api/gammapy.estimators.ExcessMapEstimator.html
index bcbc6247051..da4177f8e45 100644
--- a/docs/dev/api/gammapy.estimators.ExcessMapEstimator.html
+++ b/docs/dev/api/gammapy.estimators.ExcessMapEstimator.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.estimators.FluxMaps.html b/docs/dev/api/gammapy.estimators.FluxMaps.html
index 3c6931d5e3b..2f279f96daf 100644
--- a/docs/dev/api/gammapy.estimators.FluxMaps.html
+++ b/docs/dev/api/gammapy.estimators.FluxMaps.html
@@ -192,7 +192,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
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diff --git a/docs/dev/api/gammapy.estimators.FluxPoints.html b/docs/dev/api/gammapy.estimators.FluxPoints.html
index e714d472b25..386505a2228 100644
--- a/docs/dev/api/gammapy.estimators.FluxPoints.html
+++ b/docs/dev/api/gammapy.estimators.FluxPoints.html
@@ -192,7 +192,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.estimators.FluxPointsEstimator.html b/docs/dev/api/gammapy.estimators.FluxPointsEstimator.html
index 91e0babe6fe..f9ae1c209b3 100644
--- a/docs/dev/api/gammapy.estimators.FluxPointsEstimator.html
+++ b/docs/dev/api/gammapy.estimators.FluxPointsEstimator.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
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+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.estimators.FluxProfileEstimator.html b/docs/dev/api/gammapy.estimators.FluxProfileEstimator.html
index e3da264b4fe..fe1710a4db8 100644
--- a/docs/dev/api/gammapy.estimators.FluxProfileEstimator.html
+++ b/docs/dev/api/gammapy.estimators.FluxProfileEstimator.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.estimators.ImageProfile.html b/docs/dev/api/gammapy.estimators.ImageProfile.html
index 03177d51022..8efc60aba89 100644
--- a/docs/dev/api/gammapy.estimators.ImageProfile.html
+++ b/docs/dev/api/gammapy.estimators.ImageProfile.html
@@ -192,7 +192,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.estimators.ImageProfileEstimator.html b/docs/dev/api/gammapy.estimators.ImageProfileEstimator.html
index 1636f8e724c..6705b92778f 100644
--- a/docs/dev/api/gammapy.estimators.ImageProfileEstimator.html
+++ b/docs/dev/api/gammapy.estimators.ImageProfileEstimator.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.estimators.LightCurveEstimator.html b/docs/dev/api/gammapy.estimators.LightCurveEstimator.html
index 060618127c4..ae565a7711b 100644
--- a/docs/dev/api/gammapy.estimators.LightCurveEstimator.html
+++ b/docs/dev/api/gammapy.estimators.LightCurveEstimator.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.estimators.SensitivityEstimator.html b/docs/dev/api/gammapy.estimators.SensitivityEstimator.html
index 5872c62cf2e..d283e05aa96 100644
--- a/docs/dev/api/gammapy.estimators.SensitivityEstimator.html
+++ b/docs/dev/api/gammapy.estimators.SensitivityEstimator.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.estimators.TSMapEstimator.html b/docs/dev/api/gammapy.estimators.TSMapEstimator.html
index 53ef0a80624..4d673cebc53 100644
--- a/docs/dev/api/gammapy.estimators.TSMapEstimator.html
+++ b/docs/dev/api/gammapy.estimators.TSMapEstimator.html
@@ -192,7 +192,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
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diff --git a/docs/dev/api/gammapy.estimators.utils.compute_lightcurve_doublingtime.html b/docs/dev/api/gammapy.estimators.utils.compute_lightcurve_doublingtime.html
index c1630bc6341..2a5f348635e 100644
--- a/docs/dev/api/gammapy.estimators.utils.compute_lightcurve_doublingtime.html
+++ b/docs/dev/api/gammapy.estimators.utils.compute_lightcurve_doublingtime.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.estimators.utils.compute_lightcurve_fpp.html b/docs/dev/api/gammapy.estimators.utils.compute_lightcurve_fpp.html
index 1baedd1246b..1cc2a0f5e68 100644
--- a/docs/dev/api/gammapy.estimators.utils.compute_lightcurve_fpp.html
+++ b/docs/dev/api/gammapy.estimators.utils.compute_lightcurve_fpp.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
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+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
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diff --git a/docs/dev/api/gammapy.estimators.utils.compute_lightcurve_fvar.html b/docs/dev/api/gammapy.estimators.utils.compute_lightcurve_fvar.html
index cc1b05dd6e8..cd4467580e7 100644
--- a/docs/dev/api/gammapy.estimators.utils.compute_lightcurve_fvar.html
+++ b/docs/dev/api/gammapy.estimators.utils.compute_lightcurve_fvar.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.estimators.utils.estimate_exposure_reco_energy.html b/docs/dev/api/gammapy.estimators.utils.estimate_exposure_reco_energy.html
index 011a5229b82..0ac39b90240 100644
--- a/docs/dev/api/gammapy.estimators.utils.estimate_exposure_reco_energy.html
+++ b/docs/dev/api/gammapy.estimators.utils.estimate_exposure_reco_energy.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.estimators.utils.find_peaks.html b/docs/dev/api/gammapy.estimators.utils.find_peaks.html
index 31b2873750a..452ebfe70d1 100644
--- a/docs/dev/api/gammapy.estimators.utils.find_peaks.html
+++ b/docs/dev/api/gammapy.estimators.utils.find_peaks.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.estimators.utils.find_peaks_in_flux_map.html b/docs/dev/api/gammapy.estimators.utils.find_peaks_in_flux_map.html
index 96ce544c5cf..35cda4382ab 100644
--- a/docs/dev/api/gammapy.estimators.utils.find_peaks_in_flux_map.html
+++ b/docs/dev/api/gammapy.estimators.utils.find_peaks_in_flux_map.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
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+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.estimators.utils.resample_energy_edges.html b/docs/dev/api/gammapy.estimators.utils.resample_energy_edges.html
index a692c3812b2..af059986987 100644
--- a/docs/dev/api/gammapy.estimators.utils.resample_energy_edges.html
+++ b/docs/dev/api/gammapy.estimators.utils.resample_energy_edges.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.irf.Background2D.html b/docs/dev/api/gammapy.irf.Background2D.html
index 32bc3974b45..095f6d42436 100644
--- a/docs/dev/api/gammapy.irf.Background2D.html
+++ b/docs/dev/api/gammapy.irf.Background2D.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
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diff --git a/docs/dev/api/gammapy.irf.Background3D.html b/docs/dev/api/gammapy.irf.Background3D.html
index a5bbb650a36..8b74f2707c8 100644
--- a/docs/dev/api/gammapy.irf.Background3D.html
+++ b/docs/dev/api/gammapy.irf.Background3D.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.irf.EDispKernel.html b/docs/dev/api/gammapy.irf.EDispKernel.html
index bb70f4ff3c9..299fdea8b52 100644
--- a/docs/dev/api/gammapy.irf.EDispKernel.html
+++ b/docs/dev/api/gammapy.irf.EDispKernel.html
@@ -192,7 +192,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.irf.EDispKernelMap.html b/docs/dev/api/gammapy.irf.EDispKernelMap.html
index 3b0ff844562..44a831b23b9 100644
--- a/docs/dev/api/gammapy.irf.EDispKernelMap.html
+++ b/docs/dev/api/gammapy.irf.EDispKernelMap.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.irf.EDispMap.html b/docs/dev/api/gammapy.irf.EDispMap.html
index 54489f92bdf..2d650ce51c6 100644
--- a/docs/dev/api/gammapy.irf.EDispMap.html
+++ b/docs/dev/api/gammapy.irf.EDispMap.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.irf.EffectiveAreaTable2D.html b/docs/dev/api/gammapy.irf.EffectiveAreaTable2D.html
index 052b2ce0159..31bc29a9309 100644
--- a/docs/dev/api/gammapy.irf.EffectiveAreaTable2D.html
+++ b/docs/dev/api/gammapy.irf.EffectiveAreaTable2D.html
@@ -192,7 +192,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.irf.EnergyDependentMultiGaussPSF.html b/docs/dev/api/gammapy.irf.EnergyDependentMultiGaussPSF.html
index bcd99fe9b60..6a686b31748 100644
--- a/docs/dev/api/gammapy.irf.EnergyDependentMultiGaussPSF.html
+++ b/docs/dev/api/gammapy.irf.EnergyDependentMultiGaussPSF.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.irf.EnergyDispersion2D.html b/docs/dev/api/gammapy.irf.EnergyDispersion2D.html
index a3004c2af6f..cbe76bbce27 100644
--- a/docs/dev/api/gammapy.irf.EnergyDispersion2D.html
+++ b/docs/dev/api/gammapy.irf.EnergyDispersion2D.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.irf.FoVAlignment.html b/docs/dev/api/gammapy.irf.FoVAlignment.html
index ab5e1edd461..77ab427463a 100644
--- a/docs/dev/api/gammapy.irf.FoVAlignment.html
+++ b/docs/dev/api/gammapy.irf.FoVAlignment.html
@@ -191,7 +191,7 @@
 
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-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.irf.IRFMap.html b/docs/dev/api/gammapy.irf.IRFMap.html
index c5740089396..3e1f983a6c5 100644
--- a/docs/dev/api/gammapy.irf.IRFMap.html
+++ b/docs/dev/api/gammapy.irf.IRFMap.html
@@ -191,7 +191,7 @@
 
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             // replace dropdown button text with the preferred display name of
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+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.irf.IRF_REGISTRY.html b/docs/dev/api/gammapy.irf.IRF_REGISTRY.html
index c5bc0f39cd0..7311d82deaa 100644
--- a/docs/dev/api/gammapy.irf.IRF_REGISTRY.html
+++ b/docs/dev/api/gammapy.irf.IRF_REGISTRY.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
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+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.irf.PSF3D.html b/docs/dev/api/gammapy.irf.PSF3D.html
index 23e4eb12d98..9290fe230f6 100644
--- a/docs/dev/api/gammapy.irf.PSF3D.html
+++ b/docs/dev/api/gammapy.irf.PSF3D.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
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             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.irf.PSFKernel.html b/docs/dev/api/gammapy.irf.PSFKernel.html
index dde786cbd56..0dfcdfad4ca 100644
--- a/docs/dev/api/gammapy.irf.PSFKernel.html
+++ b/docs/dev/api/gammapy.irf.PSFKernel.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
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             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.irf.PSFKing.html b/docs/dev/api/gammapy.irf.PSFKing.html
index 69fc4b2c4f7..689b7d26577 100644
--- a/docs/dev/api/gammapy.irf.PSFKing.html
+++ b/docs/dev/api/gammapy.irf.PSFKing.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
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diff --git a/docs/dev/api/gammapy.irf.PSFMap.html b/docs/dev/api/gammapy.irf.PSFMap.html
index d1a673e28a4..61e5b9c5c54 100644
--- a/docs/dev/api/gammapy.irf.PSFMap.html
+++ b/docs/dev/api/gammapy.irf.PSFMap.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
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             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.irf.ParametricPSF.html b/docs/dev/api/gammapy.irf.ParametricPSF.html
index 8492dd76c16..b3e5217ed39 100644
--- a/docs/dev/api/gammapy.irf.ParametricPSF.html
+++ b/docs/dev/api/gammapy.irf.ParametricPSF.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
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             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.irf.RadMax2D.html b/docs/dev/api/gammapy.irf.RadMax2D.html
index 001a8f69ab6..6582e5f9466 100644
--- a/docs/dev/api/gammapy.irf.RadMax2D.html
+++ b/docs/dev/api/gammapy.irf.RadMax2D.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
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diff --git a/docs/dev/api/gammapy.irf.RecoPSFMap.html b/docs/dev/api/gammapy.irf.RecoPSFMap.html
index 03b44d844c5..ce5501d6f4b 100644
--- a/docs/dev/api/gammapy.irf.RecoPSFMap.html
+++ b/docs/dev/api/gammapy.irf.RecoPSFMap.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
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diff --git a/docs/dev/api/gammapy.irf.load_cta_irfs.html b/docs/dev/api/gammapy.irf.load_cta_irfs.html
index 9093b9e70df..3e0577bee0d 100644
--- a/docs/dev/api/gammapy.irf.load_cta_irfs.html
+++ b/docs/dev/api/gammapy.irf.load_cta_irfs.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
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diff --git a/docs/dev/api/gammapy.irf.load_irf_dict_from_file.html b/docs/dev/api/gammapy.irf.load_irf_dict_from_file.html
index 55ba6a0b950..b0275d0dc2b 100644
--- a/docs/dev/api/gammapy.irf.load_irf_dict_from_file.html
+++ b/docs/dev/api/gammapy.irf.load_irf_dict_from_file.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
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diff --git a/docs/dev/api/gammapy.makers.AdaptiveRingBackgroundMaker.html b/docs/dev/api/gammapy.makers.AdaptiveRingBackgroundMaker.html
index 5fcbae715d3..be76563b968 100644
--- a/docs/dev/api/gammapy.makers.AdaptiveRingBackgroundMaker.html
+++ b/docs/dev/api/gammapy.makers.AdaptiveRingBackgroundMaker.html
@@ -191,7 +191,7 @@
 
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diff --git a/docs/dev/api/gammapy.makers.DatasetsMaker.html b/docs/dev/api/gammapy.makers.DatasetsMaker.html
index c28d683a660..ae5da736e0e 100644
--- a/docs/dev/api/gammapy.makers.DatasetsMaker.html
+++ b/docs/dev/api/gammapy.makers.DatasetsMaker.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
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diff --git a/docs/dev/api/gammapy.makers.FoVBackgroundMaker.html b/docs/dev/api/gammapy.makers.FoVBackgroundMaker.html
index c0f98ffef38..7e2ab8e5a8f 100644
--- a/docs/dev/api/gammapy.makers.FoVBackgroundMaker.html
+++ b/docs/dev/api/gammapy.makers.FoVBackgroundMaker.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
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diff --git a/docs/dev/api/gammapy.makers.MAKER_REGISTRY.html b/docs/dev/api/gammapy.makers.MAKER_REGISTRY.html
index 9893fba8c78..3e99b47b9d6 100644
--- a/docs/dev/api/gammapy.makers.MAKER_REGISTRY.html
+++ b/docs/dev/api/gammapy.makers.MAKER_REGISTRY.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
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diff --git a/docs/dev/api/gammapy.makers.Maker.html b/docs/dev/api/gammapy.makers.Maker.html
index ef05d1a67c8..937aefda71c 100644
--- a/docs/dev/api/gammapy.makers.Maker.html
+++ b/docs/dev/api/gammapy.makers.Maker.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
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diff --git a/docs/dev/api/gammapy.makers.MapDatasetMaker.html b/docs/dev/api/gammapy.makers.MapDatasetMaker.html
index 2083e160c23..2ccfaaed409 100644
--- a/docs/dev/api/gammapy.makers.MapDatasetMaker.html
+++ b/docs/dev/api/gammapy.makers.MapDatasetMaker.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
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diff --git a/docs/dev/api/gammapy.makers.PhaseBackgroundMaker.html b/docs/dev/api/gammapy.makers.PhaseBackgroundMaker.html
index 835f41539da..fe12fc0b52e 100644
--- a/docs/dev/api/gammapy.makers.PhaseBackgroundMaker.html
+++ b/docs/dev/api/gammapy.makers.PhaseBackgroundMaker.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
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+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
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diff --git a/docs/dev/api/gammapy.makers.ReflectedRegionsBackgroundMaker.html b/docs/dev/api/gammapy.makers.ReflectedRegionsBackgroundMaker.html
index bc6ed523a02..41855560fa4 100644
--- a/docs/dev/api/gammapy.makers.ReflectedRegionsBackgroundMaker.html
+++ b/docs/dev/api/gammapy.makers.ReflectedRegionsBackgroundMaker.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
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-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
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diff --git a/docs/dev/api/gammapy.makers.ReflectedRegionsFinder.html b/docs/dev/api/gammapy.makers.ReflectedRegionsFinder.html
index ff627c8d6f3..40dbc611c63 100644
--- a/docs/dev/api/gammapy.makers.ReflectedRegionsFinder.html
+++ b/docs/dev/api/gammapy.makers.ReflectedRegionsFinder.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
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-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
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diff --git a/docs/dev/api/gammapy.makers.RegionsFinder.html b/docs/dev/api/gammapy.makers.RegionsFinder.html
index d7cbb962df5..159dce6b7d0 100644
--- a/docs/dev/api/gammapy.makers.RegionsFinder.html
+++ b/docs/dev/api/gammapy.makers.RegionsFinder.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
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-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
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diff --git a/docs/dev/api/gammapy.makers.RingBackgroundMaker.html b/docs/dev/api/gammapy.makers.RingBackgroundMaker.html
index 9df771cc7c8..5963fdb62b1 100644
--- a/docs/dev/api/gammapy.makers.RingBackgroundMaker.html
+++ b/docs/dev/api/gammapy.makers.RingBackgroundMaker.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
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             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.makers.SafeMaskMaker.html b/docs/dev/api/gammapy.makers.SafeMaskMaker.html
index b58bdaf25c6..2041dd3fe35 100644
--- a/docs/dev/api/gammapy.makers.SafeMaskMaker.html
+++ b/docs/dev/api/gammapy.makers.SafeMaskMaker.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
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+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.makers.SpectrumDatasetMaker.html b/docs/dev/api/gammapy.makers.SpectrumDatasetMaker.html
index 9dbf6527798..5c6d8570e88 100644
--- a/docs/dev/api/gammapy.makers.SpectrumDatasetMaker.html
+++ b/docs/dev/api/gammapy.makers.SpectrumDatasetMaker.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
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-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.makers.WobbleRegionsFinder.html b/docs/dev/api/gammapy.makers.WobbleRegionsFinder.html
index d9971725be0..229e29c89a4 100644
--- a/docs/dev/api/gammapy.makers.WobbleRegionsFinder.html
+++ b/docs/dev/api/gammapy.makers.WobbleRegionsFinder.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
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             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.makers.utils.make_counts_rad_max.html b/docs/dev/api/gammapy.makers.utils.make_counts_rad_max.html
index cc03ccf2cfe..0c7db7bf0f9 100644
--- a/docs/dev/api/gammapy.makers.utils.make_counts_rad_max.html
+++ b/docs/dev/api/gammapy.makers.utils.make_counts_rad_max.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
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diff --git a/docs/dev/api/gammapy.makers.utils.make_edisp_kernel_map.html b/docs/dev/api/gammapy.makers.utils.make_edisp_kernel_map.html
index 1c7d200ae5c..a801a684072 100644
--- a/docs/dev/api/gammapy.makers.utils.make_edisp_kernel_map.html
+++ b/docs/dev/api/gammapy.makers.utils.make_edisp_kernel_map.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
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diff --git a/docs/dev/api/gammapy.makers.utils.make_edisp_map.html b/docs/dev/api/gammapy.makers.utils.make_edisp_map.html
index d1de7b347bc..36fbe62408e 100644
--- a/docs/dev/api/gammapy.makers.utils.make_edisp_map.html
+++ b/docs/dev/api/gammapy.makers.utils.make_edisp_map.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
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diff --git a/docs/dev/api/gammapy.makers.utils.make_map_background_irf.html b/docs/dev/api/gammapy.makers.utils.make_map_background_irf.html
index b7b9f953aaf..9b277ebfc03 100644
--- a/docs/dev/api/gammapy.makers.utils.make_map_background_irf.html
+++ b/docs/dev/api/gammapy.makers.utils.make_map_background_irf.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
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             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.makers.utils.make_map_exposure_true_energy.html b/docs/dev/api/gammapy.makers.utils.make_map_exposure_true_energy.html
index d0c62d662c0..96dd7c09af7 100644
--- a/docs/dev/api/gammapy.makers.utils.make_map_exposure_true_energy.html
+++ b/docs/dev/api/gammapy.makers.utils.make_map_exposure_true_energy.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
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diff --git a/docs/dev/api/gammapy.makers.utils.make_psf_map.html b/docs/dev/api/gammapy.makers.utils.make_psf_map.html
index 2201841ca5d..c4524b93d77 100644
--- a/docs/dev/api/gammapy.makers.utils.make_psf_map.html
+++ b/docs/dev/api/gammapy.makers.utils.make_psf_map.html
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             // replace dropdown button text with the preferred display name of
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+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.makers.utils.make_theta_squared_table.html b/docs/dev/api/gammapy.makers.utils.make_theta_squared_table.html
index 85b2d8ecc0f..8ac16ddd0e6 100644
--- a/docs/dev/api/gammapy.makers.utils.make_theta_squared_table.html
+++ b/docs/dev/api/gammapy.makers.utils.make_theta_squared_table.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.maps.Geom.html b/docs/dev/api/gammapy.maps.Geom.html
index 43e52e6ef73..8a1d2fcce1c 100644
--- a/docs/dev/api/gammapy.maps.Geom.html
+++ b/docs/dev/api/gammapy.maps.Geom.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
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diff --git a/docs/dev/api/gammapy.maps.HpxGeom.html b/docs/dev/api/gammapy.maps.HpxGeom.html
index 5f4ad2e2a71..39b56cb1e30 100644
--- a/docs/dev/api/gammapy.maps.HpxGeom.html
+++ b/docs/dev/api/gammapy.maps.HpxGeom.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
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diff --git a/docs/dev/api/gammapy.maps.HpxMap.html b/docs/dev/api/gammapy.maps.HpxMap.html
index ed935cc31db..1c66c0d0b6a 100644
--- a/docs/dev/api/gammapy.maps.HpxMap.html
+++ b/docs/dev/api/gammapy.maps.HpxMap.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
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index 3fd9bbaef3c..abcb1846f6a 100644
--- a/docs/dev/api/gammapy.maps.HpxNDMap.html
+++ b/docs/dev/api/gammapy.maps.HpxNDMap.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.maps.LabelMapAxis.html b/docs/dev/api/gammapy.maps.LabelMapAxis.html
index a105963f72a..049c63cd2ca 100644
--- a/docs/dev/api/gammapy.maps.LabelMapAxis.html
+++ b/docs/dev/api/gammapy.maps.LabelMapAxis.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.maps.Map.html b/docs/dev/api/gammapy.maps.Map.html
index 9510eea65d9..e57375c9bf1 100644
--- a/docs/dev/api/gammapy.maps.Map.html
+++ b/docs/dev/api/gammapy.maps.Map.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.maps.MapAxes.html b/docs/dev/api/gammapy.maps.MapAxes.html
index b11a8312aee..d037ef5bb31 100644
--- a/docs/dev/api/gammapy.maps.MapAxes.html
+++ b/docs/dev/api/gammapy.maps.MapAxes.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.maps.MapAxis.html b/docs/dev/api/gammapy.maps.MapAxis.html
index 23946547a30..83aaae41d56 100644
--- a/docs/dev/api/gammapy.maps.MapAxis.html
+++ b/docs/dev/api/gammapy.maps.MapAxis.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.maps.MapCoord.html b/docs/dev/api/gammapy.maps.MapCoord.html
index b2cfe6c3ce7..65ee24d9bd2 100644
--- a/docs/dev/api/gammapy.maps.MapCoord.html
+++ b/docs/dev/api/gammapy.maps.MapCoord.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.maps.Maps.html b/docs/dev/api/gammapy.maps.Maps.html
index b02cb63e037..b80229bea72 100644
--- a/docs/dev/api/gammapy.maps.Maps.html
+++ b/docs/dev/api/gammapy.maps.Maps.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
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+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
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diff --git a/docs/dev/api/gammapy.maps.RegionGeom.html b/docs/dev/api/gammapy.maps.RegionGeom.html
index 9b83c0bc07a..15425a24268 100644
--- a/docs/dev/api/gammapy.maps.RegionGeom.html
+++ b/docs/dev/api/gammapy.maps.RegionGeom.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
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+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
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diff --git a/docs/dev/api/gammapy.maps.RegionNDMap.html b/docs/dev/api/gammapy.maps.RegionNDMap.html
index 71daf195851..1bab5fd334b 100644
--- a/docs/dev/api/gammapy.maps.RegionNDMap.html
+++ b/docs/dev/api/gammapy.maps.RegionNDMap.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
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+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
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diff --git a/docs/dev/api/gammapy.maps.TimeMapAxis.html b/docs/dev/api/gammapy.maps.TimeMapAxis.html
index bcc81f79d57..23885d01d8e 100644
--- a/docs/dev/api/gammapy.maps.TimeMapAxis.html
+++ b/docs/dev/api/gammapy.maps.TimeMapAxis.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
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+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
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diff --git a/docs/dev/api/gammapy.maps.WcsGeom.html b/docs/dev/api/gammapy.maps.WcsGeom.html
index 4b2c5fe1cdd..9b76d3be3c2 100644
--- a/docs/dev/api/gammapy.maps.WcsGeom.html
+++ b/docs/dev/api/gammapy.maps.WcsGeom.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
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+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
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diff --git a/docs/dev/api/gammapy.maps.WcsMap.html b/docs/dev/api/gammapy.maps.WcsMap.html
index be8c91422a2..b0bcc801482 100644
--- a/docs/dev/api/gammapy.maps.WcsMap.html
+++ b/docs/dev/api/gammapy.maps.WcsMap.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.maps.WcsNDMap.html b/docs/dev/api/gammapy.maps.WcsNDMap.html
index bb0963bc3b0..79b875f98fe 100644
--- a/docs/dev/api/gammapy.maps.WcsNDMap.html
+++ b/docs/dev/api/gammapy.maps.WcsNDMap.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
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-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.modeling.Covariance.html b/docs/dev/api/gammapy.modeling.Covariance.html
index 3ddb79092e4..4365e79d409 100644
--- a/docs/dev/api/gammapy.modeling.Covariance.html
+++ b/docs/dev/api/gammapy.modeling.Covariance.html
@@ -192,7 +192,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
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             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.modeling.Fit.html b/docs/dev/api/gammapy.modeling.Fit.html
index 5474c7b6aa0..5320fa42a7f 100644
--- a/docs/dev/api/gammapy.modeling.Fit.html
+++ b/docs/dev/api/gammapy.modeling.Fit.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
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             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.modeling.Parameter.html b/docs/dev/api/gammapy.modeling.Parameter.html
index 1c0bcdf6e58..d42d46bb807 100644
--- a/docs/dev/api/gammapy.modeling.Parameter.html
+++ b/docs/dev/api/gammapy.modeling.Parameter.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.modeling.Parameters.html b/docs/dev/api/gammapy.modeling.Parameters.html
index bc27606a080..71317084d03 100644
--- a/docs/dev/api/gammapy.modeling.Parameters.html
+++ b/docs/dev/api/gammapy.modeling.Parameters.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
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diff --git a/docs/dev/api/gammapy.modeling.models.BrokenPowerLawSpectralModel.html b/docs/dev/api/gammapy.modeling.models.BrokenPowerLawSpectralModel.html
index 72e173a3026..5e569e15424 100644
--- a/docs/dev/api/gammapy.modeling.models.BrokenPowerLawSpectralModel.html
+++ b/docs/dev/api/gammapy.modeling.models.BrokenPowerLawSpectralModel.html
@@ -192,7 +192,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
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             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.modeling.models.CompoundSpectralModel.html b/docs/dev/api/gammapy.modeling.models.CompoundSpectralModel.html
index 83ca3111ce8..2c99c2a9475 100644
--- a/docs/dev/api/gammapy.modeling.models.CompoundSpectralModel.html
+++ b/docs/dev/api/gammapy.modeling.models.CompoundSpectralModel.html
@@ -192,7 +192,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
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diff --git a/docs/dev/api/gammapy.modeling.models.ConstantFluxSpatialModel.html b/docs/dev/api/gammapy.modeling.models.ConstantFluxSpatialModel.html
index 019753a2b7e..1cc11e818eb 100644
--- a/docs/dev/api/gammapy.modeling.models.ConstantFluxSpatialModel.html
+++ b/docs/dev/api/gammapy.modeling.models.ConstantFluxSpatialModel.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
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+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
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diff --git a/docs/dev/api/gammapy.modeling.models.ConstantSpatialModel.html b/docs/dev/api/gammapy.modeling.models.ConstantSpatialModel.html
index b66c1f1bdf3..14cb06ed617 100644
--- a/docs/dev/api/gammapy.modeling.models.ConstantSpatialModel.html
+++ b/docs/dev/api/gammapy.modeling.models.ConstantSpatialModel.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
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+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
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diff --git a/docs/dev/api/gammapy.modeling.models.ConstantSpectralModel.html b/docs/dev/api/gammapy.modeling.models.ConstantSpectralModel.html
index 563140e47fe..b35c28ff044 100644
--- a/docs/dev/api/gammapy.modeling.models.ConstantSpectralModel.html
+++ b/docs/dev/api/gammapy.modeling.models.ConstantSpectralModel.html
@@ -192,7 +192,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
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diff --git a/docs/dev/api/gammapy.modeling.models.ConstantTemporalModel.html b/docs/dev/api/gammapy.modeling.models.ConstantTemporalModel.html
index e3bec8e105c..66fb43176ab 100644
--- a/docs/dev/api/gammapy.modeling.models.ConstantTemporalModel.html
+++ b/docs/dev/api/gammapy.modeling.models.ConstantTemporalModel.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
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diff --git a/docs/dev/api/gammapy.modeling.models.DatasetModels.html b/docs/dev/api/gammapy.modeling.models.DatasetModels.html
index 8fcac59d16b..6d2d30c55ed 100644
--- a/docs/dev/api/gammapy.modeling.models.DatasetModels.html
+++ b/docs/dev/api/gammapy.modeling.models.DatasetModels.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
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diff --git a/docs/dev/api/gammapy.modeling.models.DiskSpatialModel.html b/docs/dev/api/gammapy.modeling.models.DiskSpatialModel.html
index ce71feb4442..bce64ef73cd 100644
--- a/docs/dev/api/gammapy.modeling.models.DiskSpatialModel.html
+++ b/docs/dev/api/gammapy.modeling.models.DiskSpatialModel.html
@@ -192,7 +192,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
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diff --git a/docs/dev/api/gammapy.modeling.models.EBLAbsorptionNormSpectralModel.html b/docs/dev/api/gammapy.modeling.models.EBLAbsorptionNormSpectralModel.html
index 98faecdb5fd..2e2dcbf12bf 100644
--- a/docs/dev/api/gammapy.modeling.models.EBLAbsorptionNormSpectralModel.html
+++ b/docs/dev/api/gammapy.modeling.models.EBLAbsorptionNormSpectralModel.html
@@ -192,7 +192,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
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diff --git a/docs/dev/api/gammapy.modeling.models.ExpCutoffPowerLaw3FGLSpectralModel.html b/docs/dev/api/gammapy.modeling.models.ExpCutoffPowerLaw3FGLSpectralModel.html
index de502a15a22..86bf57b73f5 100644
--- a/docs/dev/api/gammapy.modeling.models.ExpCutoffPowerLaw3FGLSpectralModel.html
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@@ -192,7 +192,7 @@
 
             $("#version_switcher_menu").append(node);
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-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.modeling.models.ExpCutoffPowerLawNormSpectralModel.html b/docs/dev/api/gammapy.modeling.models.ExpCutoffPowerLawNormSpectralModel.html
index b91c2304fc4..cbba55f2726 100644
--- a/docs/dev/api/gammapy.modeling.models.ExpCutoffPowerLawNormSpectralModel.html
+++ b/docs/dev/api/gammapy.modeling.models.ExpCutoffPowerLawNormSpectralModel.html
@@ -192,7 +192,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.modeling.models.ExpCutoffPowerLawSpectralModel.html b/docs/dev/api/gammapy.modeling.models.ExpCutoffPowerLawSpectralModel.html
index 70d4c4014b2..09ee30254b1 100644
--- a/docs/dev/api/gammapy.modeling.models.ExpCutoffPowerLawSpectralModel.html
+++ b/docs/dev/api/gammapy.modeling.models.ExpCutoffPowerLawSpectralModel.html
@@ -192,7 +192,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.modeling.models.ExpDecayTemporalModel.html b/docs/dev/api/gammapy.modeling.models.ExpDecayTemporalModel.html
index cd2aa709b14..32760b37098 100644
--- a/docs/dev/api/gammapy.modeling.models.ExpDecayTemporalModel.html
+++ b/docs/dev/api/gammapy.modeling.models.ExpDecayTemporalModel.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.modeling.models.FoVBackgroundModel.html b/docs/dev/api/gammapy.modeling.models.FoVBackgroundModel.html
index ae969960471..641958687de 100644
--- a/docs/dev/api/gammapy.modeling.models.FoVBackgroundModel.html
+++ b/docs/dev/api/gammapy.modeling.models.FoVBackgroundModel.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
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diff --git a/docs/dev/api/gammapy.modeling.models.GaussianSpatialModel.html b/docs/dev/api/gammapy.modeling.models.GaussianSpatialModel.html
index 538343e1680..d7484a1d7d9 100644
--- a/docs/dev/api/gammapy.modeling.models.GaussianSpatialModel.html
+++ b/docs/dev/api/gammapy.modeling.models.GaussianSpatialModel.html
@@ -192,7 +192,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.modeling.models.GaussianSpectralModel.html b/docs/dev/api/gammapy.modeling.models.GaussianSpectralModel.html
index c0a9f17a9be..e97ce4639ec 100644
--- a/docs/dev/api/gammapy.modeling.models.GaussianSpectralModel.html
+++ b/docs/dev/api/gammapy.modeling.models.GaussianSpectralModel.html
@@ -192,7 +192,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.modeling.models.GaussianTemporalModel.html b/docs/dev/api/gammapy.modeling.models.GaussianTemporalModel.html
index 57a5897f8f7..0c1fc687d58 100644
--- a/docs/dev/api/gammapy.modeling.models.GaussianTemporalModel.html
+++ b/docs/dev/api/gammapy.modeling.models.GaussianTemporalModel.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.modeling.models.GeneralizedGaussianSpatialModel.html b/docs/dev/api/gammapy.modeling.models.GeneralizedGaussianSpatialModel.html
index 9738febe256..c9494d156f2 100644
--- a/docs/dev/api/gammapy.modeling.models.GeneralizedGaussianSpatialModel.html
+++ b/docs/dev/api/gammapy.modeling.models.GeneralizedGaussianSpatialModel.html
@@ -192,7 +192,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.modeling.models.GeneralizedGaussianTemporalModel.html b/docs/dev/api/gammapy.modeling.models.GeneralizedGaussianTemporalModel.html
index ebd432290ff..1b104cecb62 100644
--- a/docs/dev/api/gammapy.modeling.models.GeneralizedGaussianTemporalModel.html
+++ b/docs/dev/api/gammapy.modeling.models.GeneralizedGaussianTemporalModel.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.modeling.models.LightCurveTemplateTemporalModel.html b/docs/dev/api/gammapy.modeling.models.LightCurveTemplateTemporalModel.html
index be8101afe69..4e930b4acfe 100644
--- a/docs/dev/api/gammapy.modeling.models.LightCurveTemplateTemporalModel.html
+++ b/docs/dev/api/gammapy.modeling.models.LightCurveTemplateTemporalModel.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.modeling.models.LinearTemporalModel.html b/docs/dev/api/gammapy.modeling.models.LinearTemporalModel.html
index bcc441abfd9..31239d0d315 100644
--- a/docs/dev/api/gammapy.modeling.models.LinearTemporalModel.html
+++ b/docs/dev/api/gammapy.modeling.models.LinearTemporalModel.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
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+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.modeling.models.LogParabolaNormSpectralModel.html b/docs/dev/api/gammapy.modeling.models.LogParabolaNormSpectralModel.html
index 60001616005..aad35a22070 100644
--- a/docs/dev/api/gammapy.modeling.models.LogParabolaNormSpectralModel.html
+++ b/docs/dev/api/gammapy.modeling.models.LogParabolaNormSpectralModel.html
@@ -192,7 +192,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.modeling.models.LogParabolaSpectralModel.html b/docs/dev/api/gammapy.modeling.models.LogParabolaSpectralModel.html
index bfd752769d0..befdf7d2716 100644
--- a/docs/dev/api/gammapy.modeling.models.LogParabolaSpectralModel.html
+++ b/docs/dev/api/gammapy.modeling.models.LogParabolaSpectralModel.html
@@ -192,7 +192,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.modeling.models.MODEL_REGISTRY.html b/docs/dev/api/gammapy.modeling.models.MODEL_REGISTRY.html
index e1e34328bbc..505c7e3a61a 100644
--- a/docs/dev/api/gammapy.modeling.models.MODEL_REGISTRY.html
+++ b/docs/dev/api/gammapy.modeling.models.MODEL_REGISTRY.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
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+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.modeling.models.MeyerCrabSpectralModel.html b/docs/dev/api/gammapy.modeling.models.MeyerCrabSpectralModel.html
index ecf20abdfa0..2e155fe9daf 100644
--- a/docs/dev/api/gammapy.modeling.models.MeyerCrabSpectralModel.html
+++ b/docs/dev/api/gammapy.modeling.models.MeyerCrabSpectralModel.html
@@ -192,7 +192,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.modeling.models.Model.html b/docs/dev/api/gammapy.modeling.models.Model.html
index ee6885ac4a0..971b76d7257 100644
--- a/docs/dev/api/gammapy.modeling.models.Model.html
+++ b/docs/dev/api/gammapy.modeling.models.Model.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.modeling.models.ModelBase.html b/docs/dev/api/gammapy.modeling.models.ModelBase.html
index 5186d1ab11b..e4e918d4b95 100644
--- a/docs/dev/api/gammapy.modeling.models.ModelBase.html
+++ b/docs/dev/api/gammapy.modeling.models.ModelBase.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.modeling.models.Models.html b/docs/dev/api/gammapy.modeling.models.Models.html
index cdea1b8319a..f707e01a954 100644
--- a/docs/dev/api/gammapy.modeling.models.Models.html
+++ b/docs/dev/api/gammapy.modeling.models.Models.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.modeling.models.NaimaSpectralModel.html b/docs/dev/api/gammapy.modeling.models.NaimaSpectralModel.html
index d08047fb3e1..b8cb44aa1ab 100644
--- a/docs/dev/api/gammapy.modeling.models.NaimaSpectralModel.html
+++ b/docs/dev/api/gammapy.modeling.models.NaimaSpectralModel.html
@@ -192,7 +192,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.modeling.models.PiecewiseNormSpatialModel.html b/docs/dev/api/gammapy.modeling.models.PiecewiseNormSpatialModel.html
index ff70947a451..c69ce801f4c 100644
--- a/docs/dev/api/gammapy.modeling.models.PiecewiseNormSpatialModel.html
+++ b/docs/dev/api/gammapy.modeling.models.PiecewiseNormSpatialModel.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.modeling.models.PiecewiseNormSpectralModel.html b/docs/dev/api/gammapy.modeling.models.PiecewiseNormSpectralModel.html
index d1b4c5ee0c0..1adc8065ce7 100644
--- a/docs/dev/api/gammapy.modeling.models.PiecewiseNormSpectralModel.html
+++ b/docs/dev/api/gammapy.modeling.models.PiecewiseNormSpectralModel.html
@@ -192,7 +192,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.modeling.models.PointSpatialModel.html b/docs/dev/api/gammapy.modeling.models.PointSpatialModel.html
index 0673e71a176..85316c5e7e7 100644
--- a/docs/dev/api/gammapy.modeling.models.PointSpatialModel.html
+++ b/docs/dev/api/gammapy.modeling.models.PointSpatialModel.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.modeling.models.PowerLaw2SpectralModel.html b/docs/dev/api/gammapy.modeling.models.PowerLaw2SpectralModel.html
index 1a5d73281e3..f54fd661a2b 100644
--- a/docs/dev/api/gammapy.modeling.models.PowerLaw2SpectralModel.html
+++ b/docs/dev/api/gammapy.modeling.models.PowerLaw2SpectralModel.html
@@ -192,7 +192,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
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             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.modeling.models.PowerLawNormSpectralModel.html b/docs/dev/api/gammapy.modeling.models.PowerLawNormSpectralModel.html
index 22a8d0e5601..7d4c1e3cae3 100644
--- a/docs/dev/api/gammapy.modeling.models.PowerLawNormSpectralModel.html
+++ b/docs/dev/api/gammapy.modeling.models.PowerLawNormSpectralModel.html
@@ -192,7 +192,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
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diff --git a/docs/dev/api/gammapy.modeling.models.PowerLawSpectralModel.html b/docs/dev/api/gammapy.modeling.models.PowerLawSpectralModel.html
index d8624b171b9..08a7f0bc6b1 100644
--- a/docs/dev/api/gammapy.modeling.models.PowerLawSpectralModel.html
+++ b/docs/dev/api/gammapy.modeling.models.PowerLawSpectralModel.html
@@ -192,7 +192,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.modeling.models.PowerLawTemporalModel.html b/docs/dev/api/gammapy.modeling.models.PowerLawTemporalModel.html
index 10d4b16cdc7..5b4a90106a7 100644
--- a/docs/dev/api/gammapy.modeling.models.PowerLawTemporalModel.html
+++ b/docs/dev/api/gammapy.modeling.models.PowerLawTemporalModel.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.modeling.models.SPATIAL_MODEL_REGISTRY.html b/docs/dev/api/gammapy.modeling.models.SPATIAL_MODEL_REGISTRY.html
index 169486bddde..336502cf8af 100644
--- a/docs/dev/api/gammapy.modeling.models.SPATIAL_MODEL_REGISTRY.html
+++ b/docs/dev/api/gammapy.modeling.models.SPATIAL_MODEL_REGISTRY.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.modeling.models.SPECTRAL_MODEL_REGISTRY.html b/docs/dev/api/gammapy.modeling.models.SPECTRAL_MODEL_REGISTRY.html
index 0238b2bf66a..9405331c55d 100644
--- a/docs/dev/api/gammapy.modeling.models.SPECTRAL_MODEL_REGISTRY.html
+++ b/docs/dev/api/gammapy.modeling.models.SPECTRAL_MODEL_REGISTRY.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.modeling.models.ScaleSpectralModel.html b/docs/dev/api/gammapy.modeling.models.ScaleSpectralModel.html
index 2cfce03450a..3fa3a346d01 100644
--- a/docs/dev/api/gammapy.modeling.models.ScaleSpectralModel.html
+++ b/docs/dev/api/gammapy.modeling.models.ScaleSpectralModel.html
@@ -192,7 +192,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.modeling.models.Shell2SpatialModel.html b/docs/dev/api/gammapy.modeling.models.Shell2SpatialModel.html
index 4753e32aacd..42b84650378 100644
--- a/docs/dev/api/gammapy.modeling.models.Shell2SpatialModel.html
+++ b/docs/dev/api/gammapy.modeling.models.Shell2SpatialModel.html
@@ -192,7 +192,7 @@
 
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             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.modeling.models.ShellSpatialModel.html b/docs/dev/api/gammapy.modeling.models.ShellSpatialModel.html
index 255bf90dd82..13436590ddc 100644
--- a/docs/dev/api/gammapy.modeling.models.ShellSpatialModel.html
+++ b/docs/dev/api/gammapy.modeling.models.ShellSpatialModel.html
@@ -192,7 +192,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.modeling.models.SineTemporalModel.html b/docs/dev/api/gammapy.modeling.models.SineTemporalModel.html
index 9890c9bf3c6..3a2bb0497ac 100644
--- a/docs/dev/api/gammapy.modeling.models.SineTemporalModel.html
+++ b/docs/dev/api/gammapy.modeling.models.SineTemporalModel.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.modeling.models.SkyModel.html b/docs/dev/api/gammapy.modeling.models.SkyModel.html
index 7ac538b0787..42e1a74b04c 100644
--- a/docs/dev/api/gammapy.modeling.models.SkyModel.html
+++ b/docs/dev/api/gammapy.modeling.models.SkyModel.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
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+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.modeling.models.SmoothBrokenPowerLawSpectralModel.html b/docs/dev/api/gammapy.modeling.models.SmoothBrokenPowerLawSpectralModel.html
index 7fc1e745b0d..b16dcdad0e6 100644
--- a/docs/dev/api/gammapy.modeling.models.SmoothBrokenPowerLawSpectralModel.html
+++ b/docs/dev/api/gammapy.modeling.models.SmoothBrokenPowerLawSpectralModel.html
@@ -192,7 +192,7 @@
 
             $("#version_switcher_menu").append(node);
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diff --git a/docs/dev/api/gammapy.modeling.models.SpatialModel.html b/docs/dev/api/gammapy.modeling.models.SpatialModel.html
index 5c5ae2ce92f..1e992a80455 100644
--- a/docs/dev/api/gammapy.modeling.models.SpatialModel.html
+++ b/docs/dev/api/gammapy.modeling.models.SpatialModel.html
@@ -191,7 +191,7 @@
 
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+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
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diff --git a/docs/dev/api/gammapy.modeling.models.SpectralModel.html b/docs/dev/api/gammapy.modeling.models.SpectralModel.html
index ace3cacb702..a1d7c933b05 100644
--- a/docs/dev/api/gammapy.modeling.models.SpectralModel.html
+++ b/docs/dev/api/gammapy.modeling.models.SpectralModel.html
@@ -192,7 +192,7 @@
 
             $("#version_switcher_menu").append(node);
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diff --git a/docs/dev/api/gammapy.modeling.models.SuperExpCutoffPowerLaw3FGLSpectralModel.html b/docs/dev/api/gammapy.modeling.models.SuperExpCutoffPowerLaw3FGLSpectralModel.html
index 6a1803a2932..c992cd5f38e 100644
--- a/docs/dev/api/gammapy.modeling.models.SuperExpCutoffPowerLaw3FGLSpectralModel.html
+++ b/docs/dev/api/gammapy.modeling.models.SuperExpCutoffPowerLaw3FGLSpectralModel.html
@@ -192,7 +192,7 @@
 
             $("#version_switcher_menu").append(node);
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diff --git a/docs/dev/api/gammapy.modeling.models.SuperExpCutoffPowerLaw4FGLDR3SpectralModel.html b/docs/dev/api/gammapy.modeling.models.SuperExpCutoffPowerLaw4FGLDR3SpectralModel.html
index 9bd601dfe62..b78ec1fd279 100644
--- a/docs/dev/api/gammapy.modeling.models.SuperExpCutoffPowerLaw4FGLDR3SpectralModel.html
+++ b/docs/dev/api/gammapy.modeling.models.SuperExpCutoffPowerLaw4FGLDR3SpectralModel.html
@@ -192,7 +192,7 @@
 
             $("#version_switcher_menu").append(node);
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diff --git a/docs/dev/api/gammapy.modeling.models.SuperExpCutoffPowerLaw4FGLSpectralModel.html b/docs/dev/api/gammapy.modeling.models.SuperExpCutoffPowerLaw4FGLSpectralModel.html
index 6b55c673194..820e5e28a2c 100644
--- a/docs/dev/api/gammapy.modeling.models.SuperExpCutoffPowerLaw4FGLSpectralModel.html
+++ b/docs/dev/api/gammapy.modeling.models.SuperExpCutoffPowerLaw4FGLSpectralModel.html
@@ -192,7 +192,7 @@
 
             $("#version_switcher_menu").append(node);
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diff --git a/docs/dev/api/gammapy.modeling.models.TEMPORAL_MODEL_REGISTRY.html b/docs/dev/api/gammapy.modeling.models.TEMPORAL_MODEL_REGISTRY.html
index 5c1d5c18053..c2b6af8dbbb 100644
--- a/docs/dev/api/gammapy.modeling.models.TEMPORAL_MODEL_REGISTRY.html
+++ b/docs/dev/api/gammapy.modeling.models.TEMPORAL_MODEL_REGISTRY.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
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diff --git a/docs/dev/api/gammapy.modeling.models.TemplateNDSpatialModel.html b/docs/dev/api/gammapy.modeling.models.TemplateNDSpatialModel.html
index 28f59336be6..ced79583e76 100644
--- a/docs/dev/api/gammapy.modeling.models.TemplateNDSpatialModel.html
+++ b/docs/dev/api/gammapy.modeling.models.TemplateNDSpatialModel.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
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diff --git a/docs/dev/api/gammapy.modeling.models.TemplateNDSpectralModel.html b/docs/dev/api/gammapy.modeling.models.TemplateNDSpectralModel.html
index 8cf0ad9b89a..54e8c33f5c5 100644
--- a/docs/dev/api/gammapy.modeling.models.TemplateNDSpectralModel.html
+++ b/docs/dev/api/gammapy.modeling.models.TemplateNDSpectralModel.html
@@ -192,7 +192,7 @@
 
             $("#version_switcher_menu").append(node);
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+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
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diff --git a/docs/dev/api/gammapy.modeling.models.TemplateNPredModel.html b/docs/dev/api/gammapy.modeling.models.TemplateNPredModel.html
index 01fc3e544c9..91bc468d47f 100644
--- a/docs/dev/api/gammapy.modeling.models.TemplateNPredModel.html
+++ b/docs/dev/api/gammapy.modeling.models.TemplateNPredModel.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
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+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.modeling.models.TemplatePhaseCurveTemporalModel.html b/docs/dev/api/gammapy.modeling.models.TemplatePhaseCurveTemporalModel.html
index 96fe25f8e8e..633e9da99d1 100644
--- a/docs/dev/api/gammapy.modeling.models.TemplatePhaseCurveTemporalModel.html
+++ b/docs/dev/api/gammapy.modeling.models.TemplatePhaseCurveTemporalModel.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
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+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
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diff --git a/docs/dev/api/gammapy.modeling.models.TemplateSpatialModel.html b/docs/dev/api/gammapy.modeling.models.TemplateSpatialModel.html
index ac2da445841..3de94e6bf52 100644
--- a/docs/dev/api/gammapy.modeling.models.TemplateSpatialModel.html
+++ b/docs/dev/api/gammapy.modeling.models.TemplateSpatialModel.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
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+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
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diff --git a/docs/dev/api/gammapy.modeling.models.TemplateSpectralModel.html b/docs/dev/api/gammapy.modeling.models.TemplateSpectralModel.html
index 0aa7fe7d5cf..d49a0ebf0e1 100644
--- a/docs/dev/api/gammapy.modeling.models.TemplateSpectralModel.html
+++ b/docs/dev/api/gammapy.modeling.models.TemplateSpectralModel.html
@@ -192,7 +192,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.modeling.models.TemporalModel.html b/docs/dev/api/gammapy.modeling.models.TemporalModel.html
index 3d11adcee79..2a9014e2066 100644
--- a/docs/dev/api/gammapy.modeling.models.TemporalModel.html
+++ b/docs/dev/api/gammapy.modeling.models.TemporalModel.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
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+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.modeling.models.create_cosmic_ray_spectral_model.html b/docs/dev/api/gammapy.modeling.models.create_cosmic_ray_spectral_model.html
index 04b45f5d0bf..b3488b3025f 100644
--- a/docs/dev/api/gammapy.modeling.models.create_cosmic_ray_spectral_model.html
+++ b/docs/dev/api/gammapy.modeling.models.create_cosmic_ray_spectral_model.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.modeling.models.create_crab_spectral_model.html b/docs/dev/api/gammapy.modeling.models.create_crab_spectral_model.html
index c8343c7c88a..6b6e40ccbed 100644
--- a/docs/dev/api/gammapy.modeling.models.create_crab_spectral_model.html
+++ b/docs/dev/api/gammapy.modeling.models.create_crab_spectral_model.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.modeling.models.create_fermi_isotropic_diffuse_model.html b/docs/dev/api/gammapy.modeling.models.create_fermi_isotropic_diffuse_model.html
index 867c900f63b..a06938fc80e 100644
--- a/docs/dev/api/gammapy.modeling.models.create_fermi_isotropic_diffuse_model.html
+++ b/docs/dev/api/gammapy.modeling.models.create_fermi_isotropic_diffuse_model.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.modeling.models.integrate_spectrum.html b/docs/dev/api/gammapy.modeling.models.integrate_spectrum.html
index fdba595df78..e8d06366105 100644
--- a/docs/dev/api/gammapy.modeling.models.integrate_spectrum.html
+++ b/docs/dev/api/gammapy.modeling.models.integrate_spectrum.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
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diff --git a/docs/dev/api/gammapy.modeling.models.scale_plot_flux.html b/docs/dev/api/gammapy.modeling.models.scale_plot_flux.html
index d1fe02a2261..77ee497c0b8 100644
--- a/docs/dev/api/gammapy.modeling.models.scale_plot_flux.html
+++ b/docs/dev/api/gammapy.modeling.models.scale_plot_flux.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.stats.CashCountsStatistic.html b/docs/dev/api/gammapy.stats.CashCountsStatistic.html
index bdbddb98b0a..30adc50344c 100644
--- a/docs/dev/api/gammapy.stats.CashCountsStatistic.html
+++ b/docs/dev/api/gammapy.stats.CashCountsStatistic.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
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-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.stats.WStatCountsStatistic.html b/docs/dev/api/gammapy.stats.WStatCountsStatistic.html
index 487fb977b3f..c5dc17e2885 100644
--- a/docs/dev/api/gammapy.stats.WStatCountsStatistic.html
+++ b/docs/dev/api/gammapy.stats.WStatCountsStatistic.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.stats.cash.html b/docs/dev/api/gammapy.stats.cash.html
index d4fb86becad..86258065e72 100644
--- a/docs/dev/api/gammapy.stats.cash.html
+++ b/docs/dev/api/gammapy.stats.cash.html
@@ -192,7 +192,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.stats.cash_sum_cython.html b/docs/dev/api/gammapy.stats.cash_sum_cython.html
index e9c882a1561..eaeab88d8ee 100644
--- a/docs/dev/api/gammapy.stats.cash_sum_cython.html
+++ b/docs/dev/api/gammapy.stats.cash_sum_cython.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.stats.compute_chisq.html b/docs/dev/api/gammapy.stats.compute_chisq.html
index 651452486dc..e8886909a2e 100644
--- a/docs/dev/api/gammapy.stats.compute_chisq.html
+++ b/docs/dev/api/gammapy.stats.compute_chisq.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
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-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
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             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.stats.compute_flux_doubling.html b/docs/dev/api/gammapy.stats.compute_flux_doubling.html
index 08c791126db..39ab613a7c2 100644
--- a/docs/dev/api/gammapy.stats.compute_flux_doubling.html
+++ b/docs/dev/api/gammapy.stats.compute_flux_doubling.html
@@ -192,7 +192,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.stats.compute_fpp.html b/docs/dev/api/gammapy.stats.compute_fpp.html
index ac503b665e4..72751419b41 100644
--- a/docs/dev/api/gammapy.stats.compute_fpp.html
+++ b/docs/dev/api/gammapy.stats.compute_fpp.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
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+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.stats.compute_fvar.html b/docs/dev/api/gammapy.stats.compute_fvar.html
index adb7350116f..ebc21e5d7c7 100644
--- a/docs/dev/api/gammapy.stats.compute_fvar.html
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index 77e10f55756..e59b0da493d 100644
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index eaf4aa8731f..d4e4ac81a75 100644
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diff --git a/docs/dev/api/gammapy.stats.get_wstat_gof_terms.html b/docs/dev/api/gammapy.stats.get_wstat_gof_terms.html
index 53954ead243..e633f3b6cdb 100644
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diff --git a/docs/dev/api/gammapy.stats.get_wstat_mu_bkg.html b/docs/dev/api/gammapy.stats.get_wstat_mu_bkg.html
index 2c644127992..626848a3927 100644
--- a/docs/dev/api/gammapy.stats.get_wstat_mu_bkg.html
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index 229495954cd..91474ba9591 100644
--- a/docs/dev/api/gammapy.stats.norm_bounds_cython.html
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@@ -191,7 +191,7 @@
 
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index c9ebd3e4eb3..7ea6a2398a0 100644
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diff --git a/docs/dev/api/gammapy.utils.coordinates.D_SUN_TO_GALACTIC_CENTER.html b/docs/dev/api/gammapy.utils.coordinates.D_SUN_TO_GALACTIC_CENTER.html
index 0c64b84a425..d6c4d220968 100644
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index 2402e137597..387019dfe09 100644
--- a/docs/dev/api/gammapy.utils.coordinates.cartesian.html
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@@ -191,7 +191,7 @@
 
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diff --git a/docs/dev/api/gammapy.utils.coordinates.fov_to_sky.html b/docs/dev/api/gammapy.utils.coordinates.fov_to_sky.html
index b104b258ffd..c0fe76d575f 100644
--- a/docs/dev/api/gammapy.utils.coordinates.fov_to_sky.html
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@@ -191,7 +191,7 @@
 
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index 6d4414d6d7a..bd7438b38fd 100644
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@@ -191,7 +191,7 @@
 
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index d46e712125b..f94c69e393d 100644
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@@ -191,7 +191,7 @@
 
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index fbc6321deab..05361d469d6 100644
--- a/docs/dev/api/gammapy.utils.coordinates.polar.html
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diff --git a/docs/dev/api/gammapy.utils.coordinates.sky_to_fov.html b/docs/dev/api/gammapy.utils.coordinates.sky_to_fov.html
index 264c7def344..4c857f7d785 100644
--- a/docs/dev/api/gammapy.utils.coordinates.sky_to_fov.html
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index 11c2fa80fc2..913efa27e55 100644
--- a/docs/dev/api/gammapy.utils.coordinates.velocity_glon_glat.html
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@@ -191,7 +191,7 @@
 
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index 53aaa5ceb09..cd04734b323 100644
--- a/docs/dev/api/gammapy.utils.fits.HDULocation.html
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@@ -191,7 +191,7 @@
 
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@@ -191,7 +191,7 @@
 
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diff --git a/docs/dev/api/gammapy.utils.fits.earth_location_from_dict.html b/docs/dev/api/gammapy.utils.fits.earth_location_from_dict.html
index 221408362a5..05ea02964ef 100644
--- a/docs/dev/api/gammapy.utils.fits.earth_location_from_dict.html
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@@ -191,7 +191,7 @@
 
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diff --git a/docs/dev/api/gammapy.utils.integrate.trapz_loglog.html b/docs/dev/api/gammapy.utils.integrate.trapz_loglog.html
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@@ -191,7 +191,7 @@
 
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diff --git a/docs/dev/api/gammapy.utils.interpolation.ScaledRegularGridInterpolator.html b/docs/dev/api/gammapy.utils.interpolation.ScaledRegularGridInterpolator.html
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--- a/docs/dev/api/gammapy.utils.interpolation.ScaledRegularGridInterpolator.html
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diff --git a/docs/dev/api/gammapy.utils.interpolation.interpolate_profile.html b/docs/dev/api/gammapy.utils.interpolation.interpolate_profile.html
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--- a/docs/dev/api/gammapy.utils.interpolation.interpolate_profile.html
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@@ -191,7 +191,7 @@
 
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diff --git a/docs/dev/api/gammapy.utils.interpolation.interpolation_scale.html b/docs/dev/api/gammapy.utils.interpolation.interpolation_scale.html
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diff --git a/docs/dev/api/gammapy.utils.random.InverseCDFSampler.html b/docs/dev/api/gammapy.utils.random.InverseCDFSampler.html
index 0ea65210373..754cd20ef64 100644
--- a/docs/dev/api/gammapy.utils.random.InverseCDFSampler.html
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@@ -191,7 +191,7 @@
 
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diff --git a/docs/dev/api/gammapy.utils.random.draw.html b/docs/dev/api/gammapy.utils.random.draw.html
index 3bff0e15ecc..124c11923d7 100644
--- a/docs/dev/api/gammapy.utils.random.draw.html
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@@ -191,7 +191,7 @@
 
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@@ -191,7 +191,7 @@
 
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index 4a0f94773a1..572db24dd6b 100644
--- a/docs/dev/api/gammapy.utils.random.normalize.html
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--- a/docs/dev/api/gammapy.utils.random.pdf.html
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diff --git a/docs/dev/api/gammapy.utils.random.sample_powerlaw.html b/docs/dev/api/gammapy.utils.random.sample_powerlaw.html
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@@ -191,7 +191,7 @@
 
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@@ -191,7 +191,7 @@
 
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index a4b73d1d35a..c834ef47203 100644
--- a/docs/dev/api/gammapy.utils.regions.compound_region_to_regions.html
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index 1409fcf5ed8..6a65f68de77 100644
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index fc92de574cd..fb1f97222d2 100644
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index 70bf616d957..e0366609595 100644
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index cccb196f0e4..87ef10b79e4 100644
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--- a/docs/dev/api/gammapy.utils.scripts.make_path.html
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diff --git a/docs/dev/api/gammapy.utils.table.table_from_row_data.html b/docs/dev/api/gammapy.utils.table.table_from_row_data.html
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diff --git a/docs/dev/api/gammapy.utils.table.table_row_to_dict.html b/docs/dev/api/gammapy.utils.table.table_row_to_dict.html
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--- a/docs/dev/api/gammapy.utils.table.table_standardise_units_inplace.html
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index 60bfc1a3fb3..04cfcec5e4b 100644
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diff --git a/docs/dev/api/gammapy.utils.testing.assert_quantity_allclose.html b/docs/dev/api/gammapy.utils.testing.assert_quantity_allclose.html
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diff --git a/docs/dev/api/gammapy.utils.testing.assert_skycoord_allclose.html b/docs/dev/api/gammapy.utils.testing.assert_skycoord_allclose.html
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diff --git a/docs/dev/api/gammapy.utils.testing.assert_time_allclose.html b/docs/dev/api/gammapy.utils.testing.assert_time_allclose.html
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diff --git a/docs/dev/api/gammapy.utils.time.time_ref_from_dict.html b/docs/dev/api/gammapy.utils.time.time_ref_from_dict.html
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diff --git a/docs/dev/api/gammapy.utils.time.time_ref_to_dict.html b/docs/dev/api/gammapy.utils.time.time_ref_to_dict.html
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diff --git a/docs/dev/api/gammapy.utils.time.time_relative_to_ref.html b/docs/dev/api/gammapy.utils.time.time_relative_to_ref.html
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diff --git a/docs/dev/api/gammapy.utils.units.unit_from_fits_image_hdu.html b/docs/dev/api/gammapy.utils.units.unit_from_fits_image_hdu.html
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diff --git a/docs/dev/api/gammapy.visualization.MapPanelPlotter.html b/docs/dev/api/gammapy.visualization.MapPanelPlotter.html
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@@ -191,7 +191,7 @@
 
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index 032b17e4d70..7078680cfc7 100644
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+++ b/docs/dev/api/gammapy.visualization.colormap_hess.html
@@ -191,7 +191,7 @@
 
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diff --git a/docs/dev/api/gammapy.visualization.colormap_milagro.html b/docs/dev/api/gammapy.visualization.colormap_milagro.html
index 94837e08cf1..dbd19d047f8 100644
--- a/docs/dev/api/gammapy.visualization.colormap_milagro.html
+++ b/docs/dev/api/gammapy.visualization.colormap_milagro.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
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             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.visualization.plot_contour_line.html b/docs/dev/api/gammapy.visualization.plot_contour_line.html
index 545fb340fa3..5500e44c0f2 100644
--- a/docs/dev/api/gammapy.visualization.plot_contour_line.html
+++ b/docs/dev/api/gammapy.visualization.plot_contour_line.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
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diff --git a/docs/dev/api/gammapy.visualization.plot_distribution.html b/docs/dev/api/gammapy.visualization.plot_distribution.html
index 3db4f2dc85f..feb5827f708 100644
--- a/docs/dev/api/gammapy.visualization.plot_distribution.html
+++ b/docs/dev/api/gammapy.visualization.plot_distribution.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
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diff --git a/docs/dev/api/gammapy.visualization.plot_heatmap.html b/docs/dev/api/gammapy.visualization.plot_heatmap.html
index faf5c1ca674..f5bc52b389b 100644
--- a/docs/dev/api/gammapy.visualization.plot_heatmap.html
+++ b/docs/dev/api/gammapy.visualization.plot_heatmap.html
@@ -191,7 +191,7 @@
 
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diff --git a/docs/dev/api/gammapy.visualization.plot_map_rgb.html b/docs/dev/api/gammapy.visualization.plot_map_rgb.html
index 57e85c5e3f2..760c260c5e7 100644
--- a/docs/dev/api/gammapy.visualization.plot_map_rgb.html
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@@ -191,7 +191,7 @@
 
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diff --git a/docs/dev/api/gammapy.visualization.plot_npred_signal.html b/docs/dev/api/gammapy.visualization.plot_npred_signal.html
index caa53639956..872f26bee20 100644
--- a/docs/dev/api/gammapy.visualization.plot_npred_signal.html
+++ b/docs/dev/api/gammapy.visualization.plot_npred_signal.html
@@ -191,7 +191,7 @@
 
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diff --git a/docs/dev/api/gammapy.visualization.plot_spectrum_datasets_off_regions.html b/docs/dev/api/gammapy.visualization.plot_spectrum_datasets_off_regions.html
index 9edc25e05eb..9744649474a 100644
--- a/docs/dev/api/gammapy.visualization.plot_spectrum_datasets_off_regions.html
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@@ -191,7 +191,7 @@
 
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diff --git a/docs/dev/api/gammapy.visualization.plot_theta_squared_table.html b/docs/dev/api/gammapy.visualization.plot_theta_squared_table.html
index 1f1fa99c717..85e5b425c13 100644
--- a/docs/dev/api/gammapy.visualization.plot_theta_squared_table.html
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@@ -191,7 +191,7 @@
 
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diff --git a/docs/dev/development/dependencies.html b/docs/dev/development/dependencies.html
index 4311cf7a330..c660b745b91 100644
--- a/docs/dev/development/dependencies.html
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@@ -191,7 +191,7 @@
 
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diff --git a/docs/dev/development/dev_howto.html b/docs/dev/development/dev_howto.html
index 32d54a8bd9c..a3c7e0ed5b1 100644
--- a/docs/dev/development/dev_howto.html
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@@ -191,7 +191,7 @@
 
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diff --git a/docs/dev/development/doc_howto.html b/docs/dev/development/doc_howto.html
index 2c1ef70e94d..94f63bb6cbf 100644
--- a/docs/dev/development/doc_howto.html
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@@ -191,7 +191,7 @@
 
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diff --git a/docs/dev/development/index.html b/docs/dev/development/index.html
index 78e5b911fed..d7a8d502f1f 100644
--- a/docs/dev/development/index.html
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@@ -191,7 +191,7 @@
 
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diff --git a/docs/dev/development/intro.html b/docs/dev/development/intro.html
index 9c501a9b233..878fd9b3384 100644
--- a/docs/dev/development/intro.html
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@@ -191,7 +191,7 @@
 
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diff --git a/docs/dev/development/pigs/index.html b/docs/dev/development/pigs/index.html
index 078364dd372..32b4e79317a 100644
--- a/docs/dev/development/pigs/index.html
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@@ -191,7 +191,7 @@
 
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index e24d263deba..e67b82d9dbd 100644
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@@ -191,7 +191,7 @@
 
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index 858ec2ce7da..39fe18cd132 100644
--- a/docs/dev/development/pigs/pig-002.html
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@@ -191,7 +191,7 @@
 
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index 70bcb996b7f..f145a401e08 100644
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@@ -191,7 +191,7 @@
 
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index ce4c0716d44..b4c9bbcfaba 100644
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@@ -191,7 +191,7 @@
 
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index ddb2393c636..452825287a1 100644
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@@ -191,7 +191,7 @@
 
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index ea92c446102..683fc28773b 100644
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@@ -191,7 +191,7 @@
 
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@@ -191,7 +191,7 @@
 
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@@ -191,7 +191,7 @@
 
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index 561a49e9e13..f56a7c3b269 100644
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@@ -191,7 +191,7 @@
 
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@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
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index 36e05babd97..3fb75b640bd 100644
--- a/docs/dev/development/pigs/pig-011.html
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@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
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@@ -191,7 +191,7 @@
 
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@@ -191,7 +191,7 @@
 
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@@ -191,7 +191,7 @@
 
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@@ -191,7 +191,7 @@
 
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@@ -191,7 +191,7 @@
 
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@@ -192,7 +192,7 @@
 
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--- a/docs/dev/development/pigs/pig-022.html
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@@ -191,7 +191,7 @@
 
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diff --git a/docs/dev/development/pigs/pig-023.html b/docs/dev/development/pigs/pig-023.html
index e0b024a71ef..9e4a6a18fad 100644
--- a/docs/dev/development/pigs/pig-023.html
+++ b/docs/dev/development/pigs/pig-023.html
@@ -191,7 +191,7 @@
 
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diff --git a/docs/dev/development/pigs/pig-024.html b/docs/dev/development/pigs/pig-024.html
index 134d01fdae5..4ed346bfe44 100644
--- a/docs/dev/development/pigs/pig-024.html
+++ b/docs/dev/development/pigs/pig-024.html
@@ -191,7 +191,7 @@
 
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diff --git a/docs/dev/development/pigs/pig-025.html b/docs/dev/development/pigs/pig-025.html
index 9f7bfe62d7d..4f93ef56bc1 100644
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@@ -191,7 +191,7 @@
 
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diff --git a/docs/dev/development/release.html b/docs/dev/development/release.html
index 2bfa0f71ddb..12182510723 100644
--- a/docs/dev/development/release.html
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@@ -191,7 +191,7 @@
 
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diff --git a/docs/dev/development/setup.html b/docs/dev/development/setup.html
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@@ -191,7 +191,7 @@
 
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@@ -283,7 +283,7 @@
 

 

 
Gammapy#

-
Date: Oct 25, 2023 Version: 1.2.dev873+gb7de5d9b7

+
Date: Oct 26, 2023 Version: 1.2.dev876+ga0053ed8d

 
Useful links:
 Web page |
 Recipes  |
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,172,173,174,175,177,178,179,181,183,184,185,186,187,188,189,190,191,192,193,194,195,196,197,198,199,200,201,202,203,204,205,206,208,210,211,212,213,214,215,216,217,218,219,222,223,224,225,226,227,228,229,230,231,232,234,235,236,237,238,239,240,259,260,268,269,272,283,293,296,317,321,324,330,337,338,339,340,347,348,351,365,369,370,381,383,384,390,391,393,394,395,396,397,398,399,401,402,403,404,405,406,408,409,410,411,412,414,415,416,417,418,419,420,421,422,425,426,427,431,432,433,434,438,444,445,446,448,453,458,460,461,463,464,465,468,469,471,483,492,506,509,511],"try":[16,85,166,167,169,175,178,179,324,325,334,338,344,352,353,359,364,391,393,395,404,405,409,415,417,419,434,507],"var":[253,355,357],"vin\u00edciu":381,"while":[82,86,97,166,167,169,171,175,178,179,324,327,329,330,331,333,336,337,339,343,345,346,348,349,350,352,353,355,389,393,395,398,405,411,412,416,418,419,421,422,444,446,448,459,461,507],"z\u00e9":381,A:[19,20,26,28,29,30,31,32,35,36,37,39,40,78,79,82,83,84,86,87,92,93,94,95,97,100,101,107,108,115,120,121,164,165,166,167,168,169,171,172,173,174,175,176,177,178,179,182,183,184,185,186,187,188,189,190,191,192,193,194,195,196,198,199,200,201,202,203,204,205,206,208,210,211,212,213,214,215,216,217,218,219,222,223,224,225,227,228,229,230,231,232,234,235,236,237,239,240,246,247,251,255,260,269,313,314,315,317,318,325,327,329,330,332,333,334,335,336,337,338,339,340,341,342,343,345,347,348,349,350,351,352,361,363,367,368,369,370,371,374,376,377,380,381,382,383,385,387,389,390,393,395,397,401,403,404,406,409,410,411,412,414,415,416,417,418,419,420,421,422,424,425,426,427,429,433,434,436,444,445,446,448,449,457,458,460,461,464,501,502,505,506,509],AND:[420,421],And:[242,324,327,342,344,350,354,389,390,391,393,394,401,404,406,411,416,417,419,420,422,424,426,432,433,434],As:[79,260,283,324,325,327,332,336,337,338,340,342,350,351,352,359,364,383,389,390,393,394,395,397,398,399,403,404,405,409,410,411,414,415,416,417,419,422,425,427,432,434,448,457,509],At:[226,338,341,350,351,353,367,404,419,424,453,505],But:[324,329,332,338,343,351,353,356,359,383,393,394,417,424,432,436,507],By:[19,20,26,50,63,79,82,86,94,95,97,100,101,106,123,124,125,126,127,128,129,130,132,134,136,137,138,139,140,145,148,155,163,165,166,167,169,175,178,179,184,185,187,188,191,192,193,194,195,198,199,201,205,206,208,212,213,214,216,217,218,222,223,224,227,228,229,230,231,232,234,235,238,239,321,324,350,351,368,369,371,404,405,417,419,433,455,459,464,465,466,510],For:[11,28,29,30,31,32,35,36,37,39,40,42,78,82,83,84,86,89,92,94,95,97,100,101,103,106,107,108,109,110,113,114,115,125,126,127,132,137,140,153,164,165,166,167,169,170,171,172,173,174,175,176,177,178,179,181,184,185,186,187,188,189,191,192,193,195,196,198,199,200,201,202,203,204,206,212,213,214,215,216,218,219,223,224,225,227,228,230,231,232,234,238,239,248,252,254,259,263,323,324,325,327,329,330,332,333,334,335,336,337,338,339,340,341,343,344,345,347,349,350,351,352,353,354,355,356,357,359,361,364,365,366,368,369,370,371,374,381,385,387,389,390,391,393,394,395,396,397,398,399,401,402,403,404,406,408,409,410,411,414,415,416,417,418,419,420,421,422,424,425,426,429,432,433,434,436,443,444,446,448,458,460,461,465,470,502,506,507,509,510,511],IN:[87,93,211],If:[19,20,26,28,29,30,31,32,35,36,37,39,40,45,76,78,79,80,81,82,83,86,88,95,97,99,100,101,102,106,107,108,109,111,113,115,119,120,125,126,127,132,135,137,140,142,144,145,150,151,154,155,158,159,160,161,164,165,166,167,168,169,170,171,172,173,174,175,177,178,179,181,182,184,185,186,187,188,189,190,191,192,193,194,195,196,197,198,199,200,201,202,203,204,205,206,208,210,211,212,213,214,215,216,217,218,219,222,223,224,225,226,227,228,229,230,231,232,234,235,236,237,238,239,240,259,260,272,273,311,313,317,318,319,320,324,325,326,327,329,331,332,337,338,340,341,342,345,346,347,349,350,352,353,354,355,356,357,358,359,363,364,365,382,383,384,389,390,391,393,395,396,398,401,403,405,408,409,410,411,412,415,416,417,418,419,420,421,422,424,425,426,434,446,448,459,461,466,468,481,507,508,509,510],In:[15,28,29,30,31,32,35,36,37,39,40,65,79,82,83,86,88,94,96,108,125,144,165,167,173,174,179,182,273,324,327,329,330,331,332,333,334,335,336,337,338,339,340,341,342,344,345,346,347,348,349,350,351,352,353,355,356,359,364,365,366,367,368,369,370,371,374,385,387,389,390,391,393,394,395,396,397,399,401,402,404,405,406,408,409,410,411,412,414,415,416,417,418,419,420,421,422,425,426,432,433,434,444,446,448,453,456,457,458,460,461,462,464,465,470,483,502,505,506,507,508,509,510,511],Is:[165,177,338,461],It:[15,19,20,26,27,28,29,30,31,32,35,36,37,39,40,86,95,97,100,101,107,120,125,129,135,136,137,138,140,151,154,158,159,162,166,167,169,174,175,178,179,184,185,188,191,192,193,194,195,199,203,205,206,208,212,214,216,222,226,227,229,230,231,232,235,239,250,252,253,268,275,280,303,324,325,327,329,330,331,332,333,334,335,336,337,338,339,340,341,342,343,344,345,346,348,349,350,351,353,354,360,364,365,366,367,371,374,376,377,378,383,385,387,389,394,399,402,405,408,412,415,416,417,418,419,420,422,424,425,426,427,432,433,434,436,437,444,447,448,452,453,455,457,461,474,477,478,480,481,485,486,488,489,490,491,504,505,506,507,508,509,511],Its:[125,336,350,351,374,376,406,410,433,450,451,452,454],NOT:[420,448],No:[28,29,30,31,32,35,36,37,39,40,81,335,345,348,349,382,384,388,406,415,417,419,427,434],Not:[97,100,101,168,176,332],ON:[95,97,114,155,156,157,163,322,330,376,389,393,396,399,403,409,410,412,417,418,448,457,506,508,510],OR:[95,100,416,420,421],Of:[324,327,359,401,416,419,425,507,510],On:[59,143,149,150,153,253,324,325,330,332,339,340,352,355,356,357,378,389,401,402,417,429,509],One:[31,32,37,57,58,59,60,61,62,63,64,65,66,68,69,70,71,72,73,74,75,76,77,94,95,97,100,101,190,211,279,324,325,330,332,333,334,335,338,340,341,342,350,387,390,394,399,409,418,419,420,432,434,457,461,483,507,509],Ones:260,Or:[325,343,344,356,394,401,416,419,424,425,446],Such:[336,452],That:[19,20,181,182,184,187,188,191,192,193,194,195,196,198,199,200,201,202,203,204,205,206,208,215,216,217,218,219,222,223,224,225,227,230,231,232,237,239,324,325,329,338,341,344,417,434,507],The:[11,15,19,20,23,26,27,28,29,30,31,32,35,36,37,39,40,52,53,57,59,62,67,76,78,79,80,81,82,83,84,86,87,88,89,93,95,97,98,99,100,101,103,106,107,108,109,110,111,113,115,116,120,121,123,124,125,126,127,128,129,130,132,134,135,136,137,138,139,140,141,145,149,154,155,158,159,162,163,164,165,166,167,168,169,171,174,175,176,177,178,179,181,183,184,185,186,187,188,190,191,192,193,194,195,196,197,198,199,200,201,202,203,204,205,206,208,211,212,213,214,215,216,217,218,219,222,223,224,225,226,227,228,229,230,231,232,234,235,237,238,239,241,242,246,247,248,251,252,253,254,260,272,277,292,295,308,309,311,313,314,315,317,318,319,320,321,323,324,325,326,327,328,329,331,332,333,334,335,336,337,338,339,340,341,342,343,344,345,346,347,348,349,350,351,352,355,356,357,360,363,364,366,367,368,369,370,371,374,376,377,378,382,383,384,385,386,387,389,390,391,393,394,395,396,397,398,399,401,403,404,405,406,408,409,410,411,412,414,415,416,418,419,420,421,422,424,425,426,427,429,432,433,434,436,437,438,439,443,444,446,447,448,450,451,452,453,454,455,456,458,459,460,461,462,464,466,468,469,470,473,479,481,482,483,492,502,504,505,506,507,508,509,510,511,512],Their:420,Then:[65,95,99,100,327,329,334,337,339,340,341,342,348,390,393,401,402,404,408,409,417,420,422,433],There:[45,82,86,120,324,325,329,330,331,333,338,339,340,341,342,343,344,345,348,351,353,356,382,403,406,414,415,416,417,418,420,421,426,436,444,445,461],These:[89,171,241,324,325,329,330,335,337,338,339,340,344,345,350,366,368,369,370,374,382,387,402,404,411,414,416,419,422,426,429,436,453,458,460,461,508,509,510],To:[19,20,26,28,29,30,31,32,35,36,37,39,40,82,86,93,106,109,113,165,166,167,169,175,177,178,179,184,185,188,192,193,194,195,199,205,206,208,212,214,216,217,218,222,227,229,230,231,232,235,237,239,241,314,315,326,327,331,332,335,336,337,339,340,345,346,347,348,349,350,353,354,356,358,359,360,364,365,366,369,370,374,376,382,383,385,387,389,390,391,393,394,395,396,398,399,401,403,404,405,406,408,409,410,411,415,416,417,418,419,420,421,422,424,425,429,432,434,444,445,446,449,453,455,457,458,464,505,507,508,509],With:[79,324,333,334,350,370,383,444,509],_0:[50,51],_1:[97,101,445],_2:[97,101],_:[95,100,111,199,218,324,338,348,350,396,399,414,415,417,420,421,444,457],__:[57,62,352],__all__:324,__array__:260,__array_ufunc__:[404,411,427,495],__attributes__:[82,86],__call__:[17,18,19,20,21,22,24,25,26,27,28,29,30,31,32,33,35,36,37,39,40,184,185,186,187,188,189,191,192,193,194,195,196,198,199,200,201,202,203,204,205,206,208,212,213,214,215,216,217,218,219,222,223,224,225,226,227,228,229,230,231,232,234,235,237,238,239,240,272,330,335,370],__class__:[324,348,414,442],__dict__:[16,85,324],__enter__:303,__eq__:376,__exit__:303,__fields__:351,__fields_set__:[16,85],__getitem__:[334,335,336],__init__:[174,238,324,330,336,348,385],__len__:334,__main__:[221,324,431,507],__name__:[324,399,409,410,411,414,431,442,507],__neq__:376,__repr__:[324,369,383],__str__:[324,336,351,366],__subclasses__:414,__version__:358,_build:[325,353],_check_interv:387,_compute_flux_spati:374,_covari:[190,211],_data:348,_dom_class:[401,408,419,432,433],_energy_t:348,_errn:[109,110,113],_errp:[109,110,113],_evaluate_timevar_sourc:387,_f_cash_root_cython:258,_factr:417,_fields_set:[16,85],_i:111,_k:[95,100,444],_l:444,_lat:324,_lon:324,_map:317,_model:107,_new_attribut:324,_old_attribut:324,_parameter_units_for_data_unit:[28,29,30,31,32,35,36,37,39,40],_phi:324,_propagate_error:373,_reco:324,_repr_html_:324,_row_index:67,_sample_coord_time_energi:387,_scan:417,_time_group:348,_time_t:348,_true:324,_wc:471,a_:[97,101,128,450,453,509],a_off:509,a_on:509,aa:[82,86,260,350],aaguasca:385,aavveyfx:401,ab:[28,30,31,32,33,35,36,37,38,39,40,50,52,53,57,58,60,61,63,79,83,103,109,128,179,182,208,241,242,253,414,415],abc:[18,56,87,92,93,105,147,164,169,170,173,183,190,211,418],abcmeta:418,abdalla2018:[457,458,506],abeysekara:59,abil:348,abl:[28,29,30,31,32,35,36,37,39,40,334,339,342,390,408,409,410,429,507],about:[11,13,85,124,128,198,203,283,324,327,329,333,340,341,343,344,345,349,350,352,353,356,358,359,378,379,383,384,385,391,397,398,399,402,403,404,415,419,422,425,433,434,436,444,445,507,510],abov:[29,52,53,79,106,108,111,114,115,120,143,313,315,324,325,330,333,334,336,338,340,341,342,343,344,348,355,356,359,389,403,404,405,406,409,412,417,418,419,420,422,424,425,426,432,442,444,445,452,461,506,507,508,509,510],abramowski:128,abruptli:[324,349],abs_path:268,absenc:[339,399,418,420,457,508],absolut:[78,86,98,171,264,283,302,306,446],absolute_tim:511,absopt:342,absorb:[239,334,347,381,473],absorbedspectralmodel:[368,381],absorbt:347,absorpt:[192,342,371,381,462,493],abstractsetintstr:[16,85],acada:350,academ:116,accept:[28,29,30,31,32,35,36,37,39,40,79,82,86,97,98,101,143,163,165,166,167,169,177,178,179,190,211,247,322,328,329,330,331,332,333,336,337,338,340,341,342,343,344,345,347,349,350,351,375,379,387,389,394,395,396,399,403,405,416,419,425,427,444,460,465,483,508,509],acceptance_off:[97,98,101,143,153,336,389,390,393,396,399,444,509],access:[28,29,30,31,32,35,36,37,39,40,56,58,60,61,63,64,65,78,79,82,83,86,95,135,141,164,165,174,177,253,268,324,332,333,334,335,337,340,348,353,355,363,364,371,378,379,381,382,387,391,393,394,395,401,415,417,421,422,424,427,432,433,434,443,448,459,460,461,505],accessor:419,accident:[425,507],accord:[15,28,29,30,31,32,35,36,37,39,40,53,70,82,86,95,97,100,101,103,107,126,135,143,165,171,182,259,313,334,335,338,339,342,348,350,368,377,399,409,416,418,422,429,444],accordingli:[336,350,365,371,420],account:[95,97,100,101,106,145,160,190,211,226,246,247,253,300,332,337,340,348,350,370,389,390,395,399,401,406,411,412,417,418,420,433,444,446,508,509],accur:[342,384,401,417,455],accuraci:[338,417,448],aceptance_off:336,acero:[342,364,366,368,371,374,376,381,383],achiev:[103,143,314,315,324,333,334,335,336,337,338,340,347,350,371,419,422,458],acknowledg:[327,350,360],acquir:359,acquisit:506,across:[28,29,30,31,32,35,36,37,39,40,93,103,137,140,324,333,336,353,411,421,425,444,460,468,506],act:[86,340,421,470],action:[143,329,334,340,350,353,374],activ:[86,253,327,341,354,355,357,358,359,368,385,448],actual:[141,156,300,301,302,323,324,325,329,333,335,337,339,340,348,349,351,352,396,405,408,410,416,417,418,419,420,425,426,433,434,455,457,506,507,509,511],ad:[28,29,30,31,32,35,36,37,39,40,41,59,78,79,82,86,95,97,100,101,108,166,167,169,174,175,178,179,324,325,327,329,330,332,333,334,336,337,338,339,340,341,343,344,348,350,363,364,365,367,368,369,371,374,376,378,379,380,381,382,383,384,385,387,395,401,402,418,421,422,426,444,461,510],adapt:[103,143,181,333,334,337,338,343,344,346,347,350,352,359,364,365,367,368,369,371,372,374,377,380,381,383,385,387,416,419,420,458],adaptiveringbackgroundestim:[153,330],adaptiveringbackgroundmak:[146,368,458],adass:344,add:[13,15,16,28,29,30,31,32,35,36,37,39,40,41,42,43,44,75,79,82,83,85,86,92,93,94,95,96,97,99,100,101,107,108,123,124,125,126,127,129,130,132,134,136,137,138,140,145,166,167,169,173,175,178,179,190,211,226,259,321,323,324,325,327,329,332,333,334,336,337,338,339,340,341,342,343,344,347,348,350,352,362,363,364,365,366,367,368,369,370,371,374,375,376,378,379,380,381,382,383,384,385,386,387,389,390,396,401,402,404,408,409,412,416,419,420,422,424,427,434,438,439,448,461,475,507,510],add_artist:[422,464,465],add_cbar:[95,97,100,101,108,123,124,125,128,129,130,134,135,136,138,166,167,169,175,178,179,397,398,399,401,403,404,408,412,414,416,418,419,421,422,425,426,427,432,433,461,463,464,465,468,469,471],add_column:[82,86],add_enabled_unit:[389,396,398,401,403,408,411,424],add_index:[82,86],add_loc:324,add_row:[82,86],addit:[19,20,26,82,83,85,86,95,97,100,101,106,109,139,166,167,169,172,175,178,179,184,185,188,192,193,194,195,199,205,206,208,212,214,216,217,218,222,227,229,230,231,232,235,239,324,327,328,329,333,334,335,336,338,339,340,341,343,344,345,348,349,350,351,352,353,354,355,356,357,365,366,368,370,371,374,375,382,383,385,387,391,395,406,412,415,416,417,419,421,422,424,425,433,434,444,446,448,455,460,461,504,510],addition:[336,416,417,419,421,422],address:[333,336,337,338,340,350,447],adequ:174,adher:327,adjac:[171,374,457],adjust:[16,65,166,167,169,175,178,179,333,335,347,394,416,422,432,455],admit:344,adonath:330,adopt:[37,337,340,345,395,404,405,414],adsab:[28,30,31,32,33,35,36,37,38,39,40,50,52,53,57,58,60,61,79,83,103,109,128,208,241,242,253],adult:324,advanc:[336,340,341,344,355,419,448,506,507],advantag:[332,338,341,348,374,419,483,507],advanteg:336,advertis:352,advic:[324,350],advis:[325,350,417,429],advoc:324,aeff2d:127,aeff:[16,78,82,83,97,101,128,141,154,161,334,336,337,370,371,390,393,394,395,398,399,401,403,410,418,424,426,427,432,433,450,455,457,458,506],aeff_2d:[78,82,128,424,427],aeff_default:16,aeff_perc:[154,390,393,394,403,410,418,426,457],aegi:192,af:320,affect:[324,332,336,338,349,365,366,377,386],affili:[338,350,385],afmhot:[421,434],aforement:350,after:[45,50,51,52,53,86,93,95,97,100,137,140,253,272,283,306,309,324,327,329,332,333,335,337,338,339,340,342,343,344,346,347,348,349,350,351,352,353,354,359,363,370,372,373,374,376,382,384,385,386,391,401,410,417,419,421,424,426,427,448,507,511],ag:[20,45,50,51,52,53,54,264,324,438],again:[95,97,100,101,137,327,334,336,338,340,345,351,354,369,370,373,380,385,391,393,394,401,405,406,419,422,425,432,434,461,507],against:[123,124,125,128,129,130,134,136,138,139,165,166,167,169,174,175,177,178,179,182,325,327,341,347,353,415,425,432,443,446],agent:340,aggreg:351,agil:337,agn:[116,251,338,393,409,411,424],agnost:417,ago:331,agre:[168,171,327,329,338,350],agreement:[324,327,345,412],aguasca:[376,385,386,387],ahead:[338,363],ahelp:181,aim:[333,334,350,401,404,414,436,506],air:424,ait:[165,166,167,431],aitoff:338,aka:434,al:[26,33,59,116,128,192,252,253,334,397,436,506],albert2007:506,albert:506,alexi:[371,374],algorithm:[28,29,30,31,32,35,36,37,39,40,59,82,86,103,115,143,181,324,330,336,337,338,343,351,366,371,379,380,381,397,417,426,446,460,505,509],alia:[56,327,434],alias:[56,417],align:[82,86,93,123,124,125,128,129,130,131,134,136,138,139,165,166,167,169,171,175,177,178,179,324,420,422],alisha:376,all:[6,16,19,20,26,28,29,30,31,32,35,36,37,39,40,69,70,71,72,73,74,75,76,78,79,82,83,84,85,86,87,89,93,95,97,99,100,101,106,107,108,109,113,115,123,124,125,126,128,129,130,134,136,137,138,139,140,142,148,155,164,165,166,167,168,169,170,171,173,174,175,176,177,178,179,181,182,183,184,185,186,187,188,189,190,191,192,193,194,195,196,197,198,199,200,201,202,203,204,205,206,208,210,211,212,213,214,215,216,217,218,219,222,223,224,225,226,227,228,229,230,231,232,234,235,236,237,238,239,240,241,297,298,299,300,301,302,312,313,318,320,323,324,325,327,329,330,331,332,334,335,336,337,338,339,340,341,342,343,344,345,346,347,348,349,350,351,353,354,355,356,358,363,364,365,366,367,368,369,370,371,374,376,377,379,380,381,382,383,384,385,386,387,390,393,394,395,398,399,401,403,404,408,409,411,412,415,416,417,419,420,421,422,424,425,426,427,429,431,432,433,434,438,444,446,448,457,459,460,461,462,483,504,507,508,509],all_quant:[107,108],allclos:[123,124,125,128,129,130,134,136,138,139,166,167,168,169,171,175,176,178,179,300],alloc:[167,175,179],allow:[16,26,28,29,30,31,32,35,36,37,39,40,56,82,85,86,103,107,108,114,115,137,140,165,276,324,327,329,330,331,334,335,336,337,338,340,341,342,343,346,347,348,349,350,351,352,353,354,355,356,365,367,368,369,370,371,374,376,383,384,385,387,389,393,411,416,417,418,419,420,433,444,446,448,455,460,461,504,505,507,512],allow_pickl:[16,85],allowed_channel:[26,414],allski:[79,127,137,140,419],alma:343,almeida:371,almost:[323,325,327,338,425,434],alon:329,along:[66,94,107,108,112,123,124,125,128,129,130,134,135,136,138,139,166,167,169,175,177,178,179,251,252,253,271,272,275,285,286,333,334,348,385,387,398,406,415,416,418,421,422,460,461,476,506],alpha:[21,27,28,48,95,97,100,101,143,163,194,195,204,205,206,219,247,257,259,321,322,336,347,349,374,381,389,390,391,393,395,396,399,401,402,405,412,415,417,464,473,475,477,479,481,482,483,498,499,508,509,510],alpha_1:[97,101],alpha_2:[97,101],alpha_:[97,101],alpha_norm:[192,347,473],alphabet:[341,350,364,365,366,367,368,369,370,371,374],alreadi:[15,28,29,30,31,32,35,36,37,39,40,82,86,181,324,330,331,332,335,336,337,338,339,341,344,345,346,348,351,352,353,383,391,395,397,405,412,414,415,416,419,420,421,422,424,425,426,434,436,461,471],also:[15,19,20,26,28,29,30,31,32,35,36,37,39,40,82,86,89,103,106,107,108,109,120,139,145,151,164,171,173,174,181,184,185,188,192,193,194,195,199,205,206,208,212,214,216,217,218,222,227,229,230,231,232,235,237,239,260,268,273,324,325,327,329,330,331,332,333,334,335,336,337,338,339,340,341,342,344,345,346,347,348,350,351,352,353,354,355,356,357,358,359,360,364,365,366,367,368,369,370,371,374,382,383,384,387,389,390,393,394,395,396,397,401,403,404,405,406,412,414,415,416,417,418,419,420,421,422,424,425,432,433,436,444,445,446,447,448,455,457,460,461,483,486,504,506,507,508,509,511],alt:[79,80,88,324,511],alt_pnt:86,altaz:[79,80,83,88,89,131,324,511],altaz_fram:[79,80,88],altaz_from_t:[79,88],altaz_interpol:88,altern:[78,323,324,327,329,333,356,374,393,395,397,415,417,419,421,424,444,445,507],although:[324,337,338,339,341,344,348,417,424,469,470,504,511],altitud:390,alwai:[79,82,86,125,174,182,197,324,325,327,330,331,332,334,335,336,338,341,349,350,356,363,370,385,386,387,396,397,401,408,414,417,418,419,421,429,446,460,461],am:333,ambigu:[338,382],amend:327,among:[78,82,86,95,97,100,101,340,344,345,347,371,417,506],amount:[331,338,448],amp:[28,29,30,31,32,35,36,37,39,40,225,500],ampl_2:129,ampl_3:129,amplitud:[28,29,30,31,32,35,36,37,39,40,48,49,66,94,109,115,166,167,169,178,179,184,191,193,195,199,206,209,216,217,218,225,227,230,231,232,242,255,335,336,339,347,390,391,393,394,395,396,397,398,401,402,403,404,405,408,409,410,411,412,415,416,417,421,422,424,425,432,433,434,446,463,464,465,466,468,469,470,471,473,474,475,477,47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l:[106,115],estimate_map:103,estimate_mask_default:[106,115],estimate_min_e2dnd:114,estimate_min_excess:114,estimate_npr:[109,110,113],estimate_npred_excess:[109,110,113],estimate_pad_width:115,estimate_scan:[109,110,113],estimate_t:[109,110,113],estimate_time_bin_flux:113,estimate_ul:[109,110,113],estimator_result:412,et:[26,33,59,116,128,192,252,253,334,397,436,506],eta:[201,202,223,466,470,497],eta_:50,eta_b:50,eta_rang:[466,470],etc:[97,101,107,324,329,330,334,335,336,339,340,344,345,348,350,351,371,394,396,401,408,409,411,412,416,419,422,425,432,444,457,506],eu:344,europ:350,ev:[448,483],evalu:[17,18,19,20,21,22,24,25,26,27,28,29,30,31,32,35,36,37,39,40,66,82,86,95,97,100,101,109,113,123,124,125,128,129,130,134,136,138,139,148,155,160,166,167,169,174,175,178,179,184,185,186,187,188,189,190,191,192,193,194,195,196,197,198,199,200,201,202,203,204,205,206,208,211,212,213,214,215,216,217,218,219,222,223,224,225,226,227,228,229,230,231,232,234,235,236,237,238,239,240,324,329,333,339,342,343,346,347,348,363,364,365,367,370,374,379,380,382,383,384,385,386,387,404,405,412,422,424,425,427,444,465,466,473,506,509],evaluate_contain:[129,136,138,376],evaluate_direct:[129,136,138],evaluate_energy_flux:[217,218],evaluate_error:[19,20,26,108,184,185,188,192,193,194,195,199,205,206,208,212,214,216,217,218,222,227,229,230,231,232,235,239,342],evaluate_geom:[186,187,191,197,198,201,213,215,223,224,226,228,234,238,422,466],evaluate_integr:[216,217,218],evaluate_paramet:[129,136,138],evaluation_bin_size_min:[186,187,191,198,201,213,215,223,224,226,228,234,238],evaluation_radiu:[186,187,191,198,201,213,215,223,224,226,228,234,236,238,335,336,347,422],evaluation_region:[186,187,191,198,201,213,215,223,224,226,228,234,238],even:[28,29,30,31,32,35,36,37,39,40,82,86,177,183,324,327,329,331,332,338,341,342,350,351,366,409,412,417,418,419,420,421,422,432,444,446,469,470,507],event:[78,79,80,81,82,83,84,85,96,106,114,127,137,140,142,149,157,166,167,169,175,178,179,189,196,200,202,203,204,219,225,237,240,283,324,325,328,330,334,336,338,339,340,351,355,359,366,367,368,370,374,375,376,381,382,383,384,385,387,390,393,394,395,399,401,402,407,411,418,426,429,431,432,433,444,448,456,457,458,460,504,505,506,509],event_3fhl:434,event_class:[425,434],event_det_coord:96,event_fil:83,event_filt:84,event_filter_typ:84,event_id:[337,424,425,434,445],event_list:[79,324,325,337],event_list_meta:[96,369],event_sampl:[404,407],event_sampling_nrg_depend_model:[405,407],event_typ:[425,434],eventlist:[83,96,157,166,167,169,175,178,179,324,325,330,337,338,339,351,359,364,371,376,378,379,380,382,383,404,405,412,419,424,425,434,448,457],eventlistbas:84,eventlistdataset:383,eventlistlat:445,eventlistmetadata:351,events2:79,events_0001:404,events_1:445,events_2:445,events_3fhl:434,events_:404,events_bkg:337,events_gc_3fhl:434,events_hdr:85,events_list:337,events_new:448,events_path:[78,404],events_src:337,events_tot:337,events_vela:412,eventu:[324,329,340,343,344,359,422],ever:510,everi:[165,167,179,324,327,332,333,334,336,340,349,351,353,390,393,419,433,507],everyon:329,everyth:[324,342,343,448],everywher:[324,338,343,344,363],evid:[116,415],evolut:[50,52,53,192,330,344,407,429,441,442,444,445,453,456,460,462],evolv:[28,29,30,35,36,39,40,50,52,53,192,341,344,351,405],evt_sampl:404,ex:[11,419,421,422],exact:[28,29,30,31,32,35,36,37,39,40,86,342,419,425],exactli:[103,106,109,113,115,171,319,395,410,412,420,425,444,461],exagger:315,examin:[350,452],exampl:[11,19,20,28,29,30,31,32,35,36,37,39,40,64,65,76,78,79,80,81,82,83,84,86,88,92,94,95,97,100,101,103,106,108,110,112,113,114,115,116,124,125,127,128,129,130,135,137,140,141,148,151,153,165,166,167,169,172,175,177,178,179,183,203,209,239,242,277,283,292,304,305,310,314,315,317,319,321,324,325,327,329,332,334,335,336,337,338,339,340,341,342,344,347,350,351,355,356,357,359,363,365,368,371,374,375,376,379,381,382,383,389,390,391,393,394,395,396,397,398,399,401,402,403,404,405,406,408,409,410,411,412,414,415,416,417,418,419,420,421,422,424,425,426,427,429,431,432,433,434,438,439,448,450,451,452,454,459,461,462,501,502,507,509,511,512],example_cub:419,example_cube_fgst:419,except:[65,67,76,82,86,95,97,100,101,144,166,167,169,175,178,179,260,321,324,335,339,343,356,421,461],excerpt:427,excess:[15,65,70,95,97,100,101,104,106,107,108,109,110,113,114,117,118,148,246,247,252,253,322,336,339,370,371,377,382,389,393,394,396,397,398,401,403,406,408,411,412,415,416,418,420,421,426,432,433,446,448],excess_estim:426,excess_estimator_integr:426,excess_integr:426,excess_map:[16,394,398,399,401,432],excess_map_estim:412,excess_matching_signific:[373,383],excess_min:122,excess_r:416,excessestim:348,excessmapconfig:16,excessmapestim:[104,348,370,371,372,374,377,399,401,412,420,426,446],excesspointsestim:348,excessprofileestim:[348,371],exchang:338,exclud:[16,85,94,95,96,97,100,101,112,149,151,183,190,211,330,386,418,420,457,458],exclude_default:[16,85],exclude_non:[16,85],exclude_unset:[16,85],exclus:[16,79,143,145,150,151,152,153,156,165,177,330,338,340,370,372,390,398,401,418,455,457],exclusion_mask:[143,145,150,151,152,153,156,393,399,403,418,420,433,455,457,458],exclusion_mask_2d:418,exclusion_mask_crab:[394,432],exclusion_radiu:420,exclusion_region:393,exclusionmask:380,execut:[11,106,109,113,115,324,325,327,329,331,332,333,339,340,344,353,354,355,356,357,358,359,368,376,382,392,400,407,413,418,419,423,425,428,429,430,434,435,472,493,503,505],exercis:[327,340,344,350],exist:[11,28,29,30,31,32,35,36,37,39,40,42,79,82,83,86,92,93,94,95,97,99,100,101,107,108,153,164,165,166,167,169,170,173,174,175,177,178,179,309,324,327,329,332,333,335,336,337,338,340,341,343,344,345,347,348,350,351,355,356,359,360,363,367,368,382,383,385,387,397,399,416,420,422,425,445,460,461,508],exist_ok:[393,394,401,402,404,432,433],exit:[11,15,82,86,183,190,211,364,471,507],exot:341,exp:[21,28,29,30,31,32,35,36,39,40,128,196,199,206,217,218,230,325,347,411,422,465,466,473,477,478,479,480,489,490,491,495,496,497,510],expand:[113,290,334,374],expand_map:113,expans:[50,52,53],expcutoffpowerlaw3fglspectralmodel:[221,347,391,422,478],expcutoffpowerlaw:479,expcutoffpowerlawnormspectralmodel:[195,221,422,479],expcutoffpowerlawspectralmodel:[19,20,26,76,184,185,188,192,193,194,199,205,206,208,212,214,216,217,218,221,222,227,229,230,231,232,235,239,347,391,393,401,422,477,479,483],expdecai:[196,462,503],expdecay_model:[404,495],expdecaytemporalmodel:[233,347,370,374,404,411,422,495],expect:[28,29,30,31,32,35,36,37,39,40,97,101,107,153,158,159,162,177,246,247,248,250,254,259,283,324,329,337,339,340,341,344,349,351,389,390,395,396,397,399,404,405,409,414,417,419,420,425,427,444,446,508,509,510],expens:[28,29,30,31,32,35,36,37,39,40,393,405],experi:[327,329,333,335,339,353,382,436,506,511],experienc:333,experiment:[28,29,30,31,32,35,36,37,39,40,340,507],expert:344,expertis:341,expfactor:[231,232,490,491],expir:337,explain:[82,86,324,327,329,338,341,343,344,350,353,355,357,368,374,389,393,395,414,417,420,422,448,505,507],explan:[103,106,109,113,115,329,360,511],explicit:[82,86,165,167,324,340,342,348,460,511],explicitli:[19,20,26,28,29,30,31,32,35,36,37,39,40,123,124,125,128,129,130,134,136,138,139,184,185,188,192,193,194,195,199,205,206,208,212,214,216,217,218,222,227,229,230,231,232,235,239,260,334,346,354,364,405,421,460,511],explor:[166,167,169,175,178,179,332,340,359,393,398,401,406,407,409,410,415,416,421,426,427,432,434,444,445,446,448,456,457,460,504],explos:52,expomap:337,expon:[347,422],exponenti:[28,30,36,39,40,193,194,195,196,230,231,232,325,335,368,401,404,411,462,493],exponentialcutoffpowerlaw:483,expos:[6,28,29,30,31,32,35,36,37,39,40,333,338,339,340,343,344,419,429,446,447,505],exposur:[16,79,83,95,97,98,100,101,106,115,119,126,127,132,135,137,140,143,148,155,158,159,161,162,226,255,258,259,330,333,334,335,336,337,348,366,371,379,381,382,383,385,389,390,393,394,395,396,397,398,399,401,403,404,405,408,410,411,416,418,419,420,426,427,432,433,444,453,456,461,509],exposure_geom:[127,137],exposure_hdu:[126,127,132,137,140],exposure_hdu_band:[126,127,132,137,140],exposure_hpx:425,exposure_map:[126,127,132,137,140,158,159,162],exposure_max:416,exposure_min:416,exposure_tim:337,express:[106,116,246,247,335,347,348,399,417,422,444,460,466,508,509,510],exptest:380,extend:[15,19,20,26,70,82,86,87,93,143,168,171,176,179,184,185,188,192,193,194,195,199,205,206,208,211,212,214,216,217,218,222,227,229,230,231,232,235,239,331,335,336,337,338,344,346,347,348,351,355,367,369,374,392,393,397,405,409,415,419,420,421,422,425,429,444,445,456,457,504],extended_archive_v18:471,extended_source_spectral_analysi:[390,392],extens:[41,79,125,166,167,169,171,178,179,186,187,190,191,198,201,211,213,215,223,224,228,234,238,268,326,329,330,331,332,333,335,337,339,340,341,342,343,344,353,377,404,405,422,507],extent:[177,190,211,338,397,422],extern:[325,350,375,379,380,383,424,448],extra:[16,28,29,30,31,32,35,36,37,39,40,47,79,85,164,165,170,174,175,177,181,234,235,323,325,331,332,338,340,341,344,350,351,379,382,383,419,420,448,461],extra_data:85,extra_term:259,extract:[93,95,97,100,101,107,108,113,126,127,132,137,140,144,149,150,155,157,163,166,167,168,169,171,176,177,178,179,236,324,334,339,348,350,351,376,377,387,389,390,393,394,395,396,401,402,404,405,406,408,416,419,432,444,452,457],extragalact:[192,424],extrapol:[123,124,148,166,167,169,175,178,179,192,239,272,374,379,381,382,424,425,460],extras_requir:341,extrem:[324,351,466],f06:48,f06b:[49,438],f06p:49,f0:[237,501],f1:[237,501],f2:[237,501],f4:[124,128,141,395,416,419,424,425],f8:425,f:[17,18,19,20,21,22,24,25,26,27,28,29,30,31,32,35,36,37,39,40,82,86,115,173,184,185,188,192,193,194,195,199,205,206,208,212,214,216,217,218,222,227,229,230,231,232,235,239,260,280,324,327,341,346,347,355,357,376,385,389,390,393,394,396,402,403,404,405,410,411,412,414,415,417,418,420,422,425,426,431,432,433,434,442,457,473,483,494,495,496,497,498,499,500,507,508,509],f_0:[216,486],f_:[251,253,444],f_dead:[79,83],f_i:251,f_pp:252,f_var:252,fabio:[33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the WStat formula","Utility 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\ No newline at end of file
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3,184,185,186,187,188,189,190,191,192,193,194,195,196,197,198,199,200,201,202,203,204,205,206,208,210,211,212,213,214,215,216,217,218,219,222,223,224,225,226,227,228,229,230,231,232,234,235,236,237,238,239,240,259,260,268,269,272,283,293,296,317,321,324,330,337,338,339,340,347,348,351,365,369,370,381,383,384,390,391,393,394,395,396,397,398,399,401,402,403,404,405,406,408,409,410,411,412,414,415,416,417,418,419,420,421,422,425,426,427,431,432,433,434,438,444,445,446,448,453,458,460,461,463,464,465,468,469,471,483,492,506,509,511],"try":[16,85,166,167,169,175,178,179,324,325,334,338,344,352,353,359,364,391,393,395,404,405,409,415,417,419,434,507],"var":[253,355,357],"vin\u00edciu":381,"while":[82,86,97,166,167,169,171,175,178,179,324,327,329,330,331,333,336,337,339,343,345,346,348,349,350,352,353,355,389,393,395,398,405,411,412,416,418,419,421,422,444,446,448,459,461,507],"z\u00e9":381,A:[19,20,26,28,29,30,31,32,35,36,37,39,40,78,79,82,83,84,86,87,92,93,94,95,97,100,101,107,108,115,120,121,164,165,166,167,168,169,171,172,173,174,175,176,177,178,179,182,183,184,185,186,187,188,189,190,191,192,193,194,195,196,198,199,200,201,202,203,204,205,206,208,210,211,212,213,214,215,216,217,218,219,222,223,224,225,227,228,229,230,231,232,234,235,236,237,239,240,246,247,251,255,260,269,313,314,315,317,318,325,327,329,330,332,333,334,335,336,337,338,339,340,341,342,343,345,347,348,349,350,351,352,361,363,367,368,369,370,371,374,376,377,380,381,382,383,385,387,389,390,393,395,397,401,403,404,406,409,410,411,412,414,415,416,417,418,419,420,421,422,424,425,426,427,429,433,434,436,444,445,446,448,449,457,458,460,461,464,501,502,505,506,509],AND:[420,421],And:[242,324,327,342,344,350,354,389,390,391,393,394,401,404,406,411,416,417,419,420,422,424,426,432,433,434],As:[79,260,283,324,325,327,332,336,337,338,340,342,350,351,352,359,364,383,389,390,393,394,395,397,398,399,403,404,405,409,410,411,414,415,416,417,419,422,425,427,432,434,448,457,509],At:[226,338,341,350,351,353,367,404,419,424,453,505],But:[324,329,332,338,343,351,353,356,359,383,393,394,417,424,432,436,507],By:[19,20,26,50,63,79,82,86,94,95,97,100,101,106,123,124,125,126,127,128,129,130,132,134,136,137,138,139,140,145,148,155,163,165,166,167,169,175,178,179,184,185,187,188,191,192,193,194,195,198,199,201,205,206,208,212,213,214,216,217,218,222,223,224,227,228,229,230,231,232,234,235,238,239,321,324,350,351,368,369,371,404,405,417,419,433,455,459,464,465,466,510],For:[11,28,29,30,31,32,35,36,37,39,40,42,78,82,83,84,86,89,92,94,95,97,100,101,103,106,107,108,109,110,113,114,115,125,126,127,132,137,140,153,164,165,166,167,169,170,171,172,173,174,175,176,177,178,179,181,184,185,186,187,188,189,191,192,193,195,196,198,199,200,201,202,203,204,206,212,213,214,215,216,218,219,223,224,225,227,228,230,231,232,234,238,239,248,252,254,259,263,323,324,325,327,329,330,332,333,334,335,336,337,338,339,340,341,343,344,345,347,349,350,351,352,353,354,355,356,357,359,361,364,365,366,368,369,370,371,374,381,385,387,389,390,391,393,394,395,396,397,398,399,401,402,403,404,406,408,409,410,411,414,415,416,417,418,419,420,421,422,424,425,426,429,432,433,434,436,443,444,446,448,458,460,461,465,470,502,506,507,509,510,511],IN:[87,93,211],If:[19,20,26,28,29,30,31,32,35,36,37,39,40,45,76,78,79,80,81,82,83,86,88,95,96,97,99,100,101,102,106,107,108,109,111,113,115,119,120,125,126,127,132,135,137,140,142,144,145,150,151,154,155,158,159,160,161,164,165,166,167,168,169,170,171,172,173,174,175,177,178,179,181,182,184,185,186,187,188,189,190,191,192,193,194,195,196,197,198,199,200,201,202,203,204,205,206,208,210,211,212,213,214,215,216,217,218,219,222,223,224,225,226,227,228,229,230,231,232,234,235,236,237,238,239,240,259,260,272,273,311,313,317,318,319,320,324,325,326,327,329,331,332,337,338,340,341,342,345,346,347,349,350,352,353,354,355,356,357,358,359,363,364,365,382,383,384,389,390,391,393,395,396,398,401,403,405,408,409,410,411,412,415,416,417,418,419,420,421,422,424,425,426,434,446,448,459,461,466,468,481,507,508,509,510],In:[15,28,29,30,31,32,35,36,37,39,40,65,79,82,83,86,88,94,96,108,125,144,165,167,173,174,179,182,273,324,327,329,330,331,332,333,334,335,336,337,338,339,340,341,342,344,345,346,347,348,349,350,351,352,353,355,356,359,364,365,366,367,368,369,370,371,374,385,387,389,390,391,393,394,395,396,397,399,401,402,404,405,406,408,409,410,411,412,414,415,416,417,418,419,420,421,422,425,426,432,433,434,444,446,448,453,456,457,458,460,461,462,464,465,470,483,502,505,506,507,508,509,510,511],Is:[165,177,338,461],It:[15,19,20,26,27,28,29,30,31,32,35,36,37,39,40,86,95,97,100,101,107,120,125,129,135,136,137,138,140,151,154,158,159,162,166,167,169,174,175,178,179,184,185,188,191,192,193,194,195,199,203,205,206,208,212,214,216,222,226,227,229,230,231,232,235,239,250,252,253,268,275,280,303,324,325,327,329,330,331,332,333,334,335,336,337,338,339,340,341,342,343,344,345,346,348,349,350,351,353,354,360,364,365,366,367,371,374,376,377,378,383,385,387,389,394,399,402,405,408,412,415,416,417,418,419,420,422,424,425,426,427,432,433,434,436,437,444,447,448,452,453,455,457,461,474,477,478,480,481,485,486,488,489,490,491,504,505,506,507,508,509,511],Its:[125,336,350,351,374,376,406,410,433,450,451,452,454],NOT:[420,448],No:[28,29,30,31,32,35,36,37,39,40,81,335,345,348,349,382,384,388,406,415,417,419,427,434],Not:[97,100,101,168,176,332],ON:[95,97,114,155,156,157,163,322,330,376,389,393,396,399,403,409,410,412,417,418,448,457,506,508,510],OR:[95,100,416,420,421],Of:[324,327,359,401,416,419,425,507,510],On:[59,143,149,150,153,253,324,325,330,332,339,340,352,355,356,357,378,389,401,402,417,429,509],One:[31,32,37,57,58,59,60,61,62,63,64,65,66,68,69,70,71,72,73,74,75,76,77,94,95,97,100,101,190,211,279,324,325,330,332,333,334,335,338,340,341,342,350,387,390,394,399,409,418,419,420,432,434,457,461,483,507,509],Ones:260,Or:[325,343,344,356,394,401,416,419,424,425,446],Such:[336,452],That:[19,20,181,182,184,187,188,191,192,193,194,195,196,198,199,200,201,202,203,204,205,206,208,215,216,217,218,219,222,223,224,225,227,230,231,232,237,239,324,325,329,338,341,344,417,434,507],The:[11,15,19,20,23,26,27,28,29,30,31,32,35,36,37,39,40,52,53,57,59,62,67,76,78,79,80,81,82,83,84,86,87,88,89,93,95,97,98,99,100,101,103,106,107,108,109,110,111,113,115,116,120,121,123,124,125,126,127,128,129,130,132,134,135,136,137,138,139,140,141,145,149,154,155,158,159,162,163,164,165,166,167,168,169,171,174,175,176,177,178,179,181,183,184,185,186,187,188,190,191,192,193,194,195,196,197,198,199,200,201,202,203,204,205,206,208,211,212,213,214,215,216,217,218,219,222,223,224,225,226,227,228,229,230,231,232,234,235,237,238,239,241,242,246,247,248,251,252,253,254,260,272,277,292,295,308,309,311,313,314,315,317,318,319,320,321,323,324,325,326,327,328,329,331,332,333,334,335,336,337,338,339,340,341,342,343,344,345,346,347,348,349,350,351,352,355,356,357,360,363,364,366,367,368,369,370,371,374,376,377,378,382,383,384,385,386,387,389,390,391,393,394,395,396,397,398,399,401,403,404,405,406,408,409,410,411,412,414,415,416,418,419,420,421,422,424,425,426,427,429,432,433,434,436,437,438,439,443,444,446,447,448,450,451,452,453,454,455,456,458,459,460,461,462,464,466,468,469,470,473,479,481,482,483,492,502,504,505,506,507,508,509,510,511,512],Their:420,Then:[65,95,99,100,327,329,334,337,339,340,341,342,348,390,393,401,402,404,408,409,417,420,422,433],There:[45,82,86,120,324,325,329,330,331,333,338,339,340,341,342,343,344,345,348,351,353,356,382,403,406,414,415,416,417,418,420,421,426,436,444,445,461],These:[89,171,241,324,325,329,330,335,337,338,339,340,344,345,350,366,368,369,370,374,382,387,402,404,411,414,416,419,422,426,429,436,453,458,460,461,508,509,510],To:[19,20,26,28,29,30,31,32,35,36,37,39,40,82,86,93,106,109,113,165,166,167,169,175,177,178,179,184,185,188,192,193,194,195,199,205,206,208,212,214,216,217,218,222,227,229,230,231,232,235,237,239,241,314,315,326,327,331,332,335,336,337,339,340,345,346,347,348,349,350,353,354,356,358,359,360,364,365,366,369,370,374,376,382,383,385,387,389,390,391,393,394,395,396,398,399,401,403,404,405,406,408,409,410,411,415,416,417,418,419,420,421,422,424,425,429,432,434,444,445,446,449,453,455,457,458,464,505,507,508,509],With:[79,324,333,334,350,370,383,444,509],_0:[50,51],_1:[97,101,445],_2:[97,101],_:[95,100,111,199,218,324,338,348,350,396,399,414,415,417,420,421,444,457],__:[57,62,352],__all__:324,__array__:260,__array_ufunc__:[404,411,427,495],__attributes__:[82,86],__call__:[17,18,19,20,21,22,24,25,26,27,28,29,30,31,32,33,35,36,37,39,40,184,185,186,187,188,189,191,192,193,194,195,196,198,199,200,201,202,203,204,205,206,208,212,213,214,215,216,217,218,219,222,223,224,225,226,227,228,229,230,231,232,234,235,237,238,239,240,272,330,335,370],__class__:[324,348,414,442],__dict__:[16,85,324],__enter__:303,__eq__:376,__exit__:303,__fields__:351,__fields_set__:[16,85],__getitem__:[334,335,336],__init__:[174,238,324,330,336,348,385],__len__:334,__main__:[221,324,431,507],__name__:[324,399,409,410,411,414,431,442,507],__neq__:376,__repr__:[324,369,383],__str__:[324,336,351,366],__subclasses__:414,__version__:358,_build:[325,353],_check_interv:387,_compute_flux_spati:374,_covari:[190,211],_data:348,_dom_class:[401,408,419,432,433],_energy_t:348,_errn:[109,110,113],_errp:[109,110,113],_evaluate_timevar_sourc:387,_f_cash_root_cython:258,_factr:417,_fields_set:[16,85],_i:111,_k:[95,100,444],_l:444,_lat:324,_lon:324,_map:317,_model:107,_new_attribut:324,_old_attribut:324,_parameter_units_for_data_unit:[28,29,30,31,32,35,36,37,39,40],_phi:324,_propagate_error:373,_reco:324,_repr_html_:324,_row_index:67,_sample_coord_time_energi:387,_scan:417,_time_group:348,_time_t:348,_true:324,_wc:471,a_:[97,101,128,450,453,509],a_off:509,a_on:509,aa:[82,86,260,350],aaguasca:385,ab:[28,30,31,32,33,35,36,37,38,39,40,50,52,53,57,58,60,61,63,79,83,103,109,128,179,182,208,241,242,253,414,415],abc:[18,56,87,92,93,105,147,164,169,170,173,183,190,211,418],abcmeta:418,abdalla2018:[457,458,506],abeysekara:59,abil:348,abl:[28,29,30,31,32,35,36,37,39,40,334,339,342,390,408,409,410,429,507],about:[11,13,85,124,128,198,203,283,324,327,329,333,340,341,343,344,345,349,350,352,353,356,358,359,378,379,383,384,385,391,397,398,399,402,403,404,415,419,422,425,433,434,436,444,445,507,510],abov:[29,52,53,79,106,108,111,114,115,120,143,313,315,324,325,330,333,334,336,338,340,341,342,343,344,348,355,356,359,389,403,404,405,406,409,412,417,418,419,420,422,424,425,426,432,442,444,445,452,461,506,507,508,509,510],abramowski:128,abruptli:[324,349],abs_path:268,absenc:[339,399,418,420,457,508],absolut:[78,86,98,171,264,283,302,306,446],absolute_tim:511,absopt:342,absorb:[239,334,347,381,473],absorbedspectralmodel:[368,381],absorbt:347,absorpt:[192,342,371,381,462,493],abstractsetintstr:[16,85],acada:350,academ:116,accept:[28,29,30,31,32,35,36,37,39,40,79,82,86,97,98,101,143,163,165,166,167,169,177,178,179,190,211,247,322,328,329,330,331,332,333,336,337,338,340,341,342,343,344,345,347,349,350,351,375,379,387,389,394,395,396,399,403,405,416,419,425,427,444,460,465,483,508,509],acceptance_off:[97,98,101,143,153,336,389,390,393,396,399,444,509],access:[28,29,30,31,32,35,36,37,39,40,56,58,60,61,63,64,65,78,79,82,83,86,95,135,141,164,165,174,177,253,268,324,332,333,334,335,337,340,348,353,355,363,364,371,378,379,381,382,387,391,393,394,395,401,415,417,421,422,424,427,432,433,434,443,448,459,460,461,505],accessor:419,accident:[425,507],accord:[15,28,29,30,31,32,35,36,37,39,40,53,70,82,86,95,97,100,101,103,107,126,135,143,165,171,182,259,313,334,335,338,339,342,348,350,368,377,399,409,416,418,422,429,444],accordingli:[336,350,365,371,420],account:[95,97,100,101,106,145,160,190,211,226,246,247,253,300,332,337,340,348,350,370,389,390,395,399,401,406,411,412,417,418,420,433,444,446,508,509],accur:[342,384,401,417,455],accuraci:[338,417,448],aceptance_off:336,acero:[342,364,366,368,371,374,376,381,383],achiev:[103,143,314,315,324,333,334,335,336,337,338,340,347,350,371,419,422,458],acknowledg:[327,350,360],acquir:359,acquisit:506,across:[28,29,30,31,32,35,36,37,39,40,93,103,137,140,324,333,336,353,411,421,425,444,460,468,506],act:[86,340,421,470],action:[143,329,334,340,350,353,374],activ:[86,253,327,341,354,355,357,358,359,368,385,448],actual:[141,156,300,301,302,323,324,325,329,333,335,337,339,340,348,349,351,352,396,405,408,410,416,417,418,419,420,425,426,433,434,455,457,506,507,509,511],ad:[28,29,30,31,32,35,36,37,39,40,41,59,78,79,82,86,95,97,100,101,108,166,167,169,174,175,178,179,324,325,327,329,330,332,333,334,336,337,338,339,340,341,343,344,348,350,363,364,365,367,368,369,371,374,376,378,379,380,381,382,383,384,385,387,395,401,402,418,421,422,426,444,461,510],adapt:[103,143,181,333,334,337,338,343,344,346,347,350,352,359,364,365,367,368,369,371,372,374,377,380,381,383,385,387,416,419,420,458],adaptiveringbackgroundestim:[153,330],adaptiveringbackgroundmak:[146,368,458],adass:344,add:[13,15,16,28,29,30,31,32,35,36,37,39,40,41,42,43,44,75,79,82,83,85,86,92,93,94,95,96,97,99,100,101,107,108,123,124,125,126,127,129,130,132,134,136,137,138,140,145,166,167,169,173,175,178,179,190,211,226,259,321,323,324,325,327,329,332,333,334,336,337,338,339,340,341,342,343,344,347,348,350,352,362,363,364,365,366,367,368,369,370,371,374,375,376,378,379,380,381,382,383,384,385,386,387,389,390,396,401,402,404,408,409,412,416,419,420,422,424,427,434,438,439,448,461,475,507,510],add_artist:[422,464,465],add_cbar:[95,97,100,101,108,123,124,125,128,129,130,134,135,136,138,166,167,169,175,178,179,397,398,399,401,403,404,408,412,414,416,418,419,421,422,425,426,427,432,433,461,463,464,465,468,469,471],add_column:[82,86],add_enabled_unit:[389,396,398,401,403,408,411,424],add_index:[82,86],add_loc:324,add_row:[82,86],addit:[19,20,26,82,83,85,86,95,97,100,101,106,109,139,166,167,169,172,175,178,179,184,185,188,192,193,194,195,199,205,206,208,212,214,216,217,218,222,227,229,230,231,232,235,239,324,327,328,329,333,334,335,336,338,339,340,341,343,344,345,348,349,350,351,352,353,354,355,356,357,365,366,368,370,371,374,375,382,383,385,387,391,395,406,412,415,416,417,419,421,422,424,425,433,434,444,446,448,455,460,461,504,510],addition:[336,416,417,419,421,422],address:[333,336,337,338,340,350,447],adequ:174,adher:327,adjac:[171,374,457],adjust:[16,65,166,167,169,175,178,179,333,335,347,394,416,422,432,455],admit:344,adonath:330,adopt:[37,337,340,345,395,404,405,414],adsab:[28,30,31,32,33,35,36,37,38,39,40,50,52,53,57,58,60,61,79,83,103,109,128,208,241,242,253],adult:324,advanc:[336,340,341,344,355,419,448,506,507],advantag:[332,338,341,348,374,419,483,507],advanteg:336,advertis:352,advic:[324,350],advis:[325,350,417,429],advoc:324,aeff2d:127,aeff:[16,78,82,83,97,101,128,141,154,161,334,336,337,370,371,390,393,394,395,398,399,401,403,410,418,424,426,427,432,433,450,455,457,458,506],aeff_2d:[78,82,128,424,427],aeff_default:16,aeff_perc:[154,390,393,394,403,410,418,426,457],aegi:192,af:320,affect:[324,332,336,338,349,365,366,377,386],affili:[338,350,385],afjifbor:418,afmhot:[421,434],aforement:350,after:[45,50,51,52,53,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ress:332,compris:426,compromis:[324,329,337],compton:[212,370,483],compulsori:422,comput:[19,20,23,26,28,29,30,31,32,33,34,35,36,37,38,39,40,79,80,81,83,88,93,94,95,97,100,101,103,106,107,108,109,110,112,113,114,115,116,117,118,120,123,124,125,126,127,128,129,130,132,134,135,136,137,138,139,140,143,154,155,157,160,161,163,165,166,167,169,171,174,175,177,178,179,181,184,185,188,192,193,194,195,199,203,205,206,208,212,214,216,217,218,222,227,229,230,231,232,235,237,239,241,242,246,247,250,251,252,253,258,263,264,267,324,333,334,335,336,337,338,339,342,344,345,346,347,348,353,355,356,360,362,364,365,366,367,370,371,373,374,375,377,379,380,381,382,383,384,385,386,387,390,395,397,401,402,405,406,409,410,412,414,416,418,421,422,425,426,427,432,434,436,444,446,448,453,457,483,505,506,507,508,509,510,511],computation:[28,29,30,31,32,35,36,37,39,40,181,337,338,444],compute_chisq:381,compute_differential_jfactor:23,compute_errn:[246,247,385,509],compute_errp:[246,247,509],compute_flux_doubl:116,compute_fpp:117,compute_fvar:[118,252],compute_jfactor:[23,414],compute_lima_map:370,compute_npr:337,compute_upper_limit:[246,247],con:[324,340],concaten:[79,81,87,168,171,336,340,346,387],concentr:285,concept:[344,345,351,360,414,419,449],conception:[337,346],concern:[327,329,338,340,341,343,345,347,350,374,384,426,509],conclud:333,concret:[341,344],conda:[323,327,331,332,341,344,349,352,353,355,356,357,358,359,364,366,382,383,507],condit:[52,53,122,183,190,211,348,371,396,405,415,420,421,426,444,453],conduct:[385,411],cone:[86,338,394,432,433,448],conesearch:340,conf:[82,86,324,325,353,365,380],conf_1d:409,conf_3d:409,conf_max:182,conf_min:182,confid:[106,181,182,246,247,335,342,365,370,384,506,509],confidence_opt:181,config:[15,16,85,103,105,106,109,110,112,113,114,115,323,325,330,332,333,340,341,344,351,355,357,367,368,369,374,382,394,401,432,504],config_dict:432,config_joint:401,config_paramet:[103,105,106,109,110,112,113,114,115],config_stack:401,config_str:16,configpars:380,configur:[11,15,16,46,82,86,94,100,101,110,324,325,327,333,335,339,340,344,345,351,353,359,367,369,370,374,376,385,387,393,395,403,404,405,424,429,447,453,506,507],confirm:327,conflict:[82,86,324,327,350],confluenc:427,conform:419,confus:[324,325,330,343],connect:[334,393,406,408,420,433,504],consant:[166,167,169,175,178,179],consciou:329,consecut:[151,283,324,349],consensu:[329,350],consent:324,consequ:[350,405,461],conserv:[444,468],consid:[19,20,59,158,159,160,161,167,179,182,184,187,188,191,192,193,194,195,196,198,199,200,201,202,203,204,205,206,208,212,215,216,217,218,219,222,223,224,225,227,230,231,232,237,239,320,329,330,335,336,338,339,340,341,342,343,344,346,350,390,393,395,401,404,405,420,445,453,510],consider:[340,364,374,382,401],consist:[71,86,89,107,108,126,127,137,140,166,167,169,178,179,198,201,324,334,335,337,338,339,344,351,367,368,369,370,371,378,382,383,385,387,394,395,396,397,408,411,417,418,419,422,432,481,483,508],consol:[324,507],consortium:[351,424],const3d:[28,29,30,31,32,35,36,37,39,40],const_norm:347,constant:[50,51,52,53,95,100,103,128,166,167,169,175,177,178,179,186,187,188,189,191,202,204,282,337,338,343,382,409,425,441,444,462,472,493,503,506,510],constant_model:494,constantmodel:384,constantnormspectralmodel:347,constantspatialmodel:[220,347,422,425,463],constantspectralmodel:[221,347,405,422,476],constanttemporalmodel:[233,347,367,422,494],constitu:[28,29,30,31,32,35,36,37,39,40],constitut:416,constrain:[28,29,30,31,32,35,36,37,39,40,350,398,402,418],constrainedfloatvalu:85,constraint:[28,29,30,31,32,35,36,37,39,40,448],construct:[16,85,171,205,206,290,461,506],constructor:[164,165,166,167,169,171,174,175,176,177,178,179,387,433,459],consum:[417,448],contact:[326,331,333,350,358,360,363,364,365,379,382],contain:[13,19,20,26,57,59,62,65,78,79,81,82,83,85,86,87,89,93,94,95,97,100,101,107,108,115,120,122,123,124,125,126,127,128,129,130,132,134,135,136,137,138,139,140,142,143,148,150,153,155,163,164,165,166,167,169,170,172,173,174,175,177,178,179,181,183,184,185,186,187,188,190,191,192,193,194,195,198,199,201,203,205,206,208,209,211,212,213,214,215,216,217,218,222,223,224,226,227,228,229,230,231,232,234,235,237,238,239,251,317,319,321,322,324,327,328,330,332,333,334,337,338,339,340,341,343,344,345,346,348,350,352,353,360,364,368,369,370,371,373,374,376,377,380,381,382,383,384,387,389,391,393,394,395,398,401,402,404,405,408,409,410,412,415,416,417,418,419,420,421,422,424,425,426,427,432,433,434,436,437,439,444,445,446,448,452,456,457,460,461,462,504,506,508,509,510],containment_correct:[16,95,97,155,393,394,395,398,399,401,403,409,410,412,416,418,432],containment_radiu:[129,134,136,137,138,140,389,416,420],containment_radius_map:[137,140],contains_pix:[164,165,174,177],contains_wcs_pix:174,contamin:[65,399,415,420,457],content:[85,166,167,169,175,178,179,291,324,327,329,333,339,344,351,353,368,377,382,390,419,420,424,426,445,448,459,460],content_typ:[16,85],context:[82,86,183,190,211,303,324,339,350,353,419,438],contigu:[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,113],estimate_kernel:[106,115],estimate_map:103,estimate_mask_default:[106,115],estimate_min_e2dnd:114,estimate_min_excess:114,estimate_npr:[109,110,113],estimate_npred_excess:[109,110,113],estimate_pad_width:115,estimate_scan:[109,110,113],estimate_t:[109,110,113],estimate_time_bin_flux:113,estimate_ul:[109,110,113],estimator_result:412,et:[26,33,59,116,128,192,252,253,334,397,436,506],eta:[201,202,223,466,470,497],eta_:50,eta_b:50,eta_rang:[466,470],etc:[97,101,107,324,329,330,334,335,336,339,340,344,345,348,350,351,371,394,396,401,408,409,411,412,416,419,422,425,432,444,457,506],eu:344,europ:350,ev:[448,483],evalu:[17,18,19,20,21,22,24,25,26,27,28,29,30,31,32,35,36,37,39,40,66,82,86,95,97,100,101,109,113,123,124,125,128,129,130,134,136,138,139,148,155,160,166,167,169,174,175,178,179,184,185,186,187,188,189,190,191,192,193,194,195,196,197,198,199,200,201,202,203,204,205,206,208,211,212,213,214,215,216,217,218,219,222,223,224,225,226,227,228,229,230,231,232,234,235,236,237,238,239,240,324,329,333,339,342,343,346,347,348,363,364,365,367,370,374,379,380,382,383,384,385,386,387,404,405,412,422,424,425,427,444,465,466,473,506,509],evaluate_contain:[129,136,138,376],evaluate_direct:[129,136,138],evaluate_energy_flux:[217,218],evaluate_error:[19,20,26,108,184,185,188,192,193,194,195,199,205,206,208,212,214,216,217,218,222,227,229,230,231,232,235,239,342],evaluate_geom:[186,187,191,197,198,201,213,215,223,224,226,228,234,238,422,466],evaluate_integr:[216,217,218],evaluate_paramet:[129,136,138],evaluation_bin_size_min:[186,187,191,198,201,213,215,223,224,226,228,234,238],evaluation_radiu:[186,187,191,198,201,213,215,223,224,226,228,234,236,238,335,336,347,422],evaluation_region:[186,187,191,198,201,213,215,223,224,226,228,234,238],even:[28,29,30,31,32,35,36,37,39,40,82,86,177,183,324,327,329,331,332,338,341,342,350,351,366,409,412,417,418,419,420,421,422,432,444,446,469,470,507],event:[78,79,80,81,82,83,84,85,96,106,114,127,137,140,142,149,157,166,167,169,175,178,179,189,196,200,202,203,204,219,225,237,240,283,324,325,328,330,334,336,338,339,340,351,355,359,366,367,368,370,374,375,376,381,382,383,384,385,387,390,393,394,395,399,401,402,407,411,418,426,429,431,432,433,444,448,456,457,458,460,504,505,506,509],event_3fhl:434,event_class:[425,434],event_det_coord:96,event_fil:83,event_filt:84,event_filter_typ:84,event_id:[337,424,425,434,445],event_list:[79,324,325,337],event_list_meta:[96,369],event_sampl:[404,407],event_sampling_nrg_depend_model:[405,407],event_typ:[425,434],eventlist:[83,96,157,166,167,169,175,178,179,324,325,330,337,338,339,351,359,364,371,376,378,379,380,382,383,404,405,412,419,424,425,434,448,457],eventlistbas:84,eventlistdataset:383,eventlistlat:445,eventlistmetadata:351,events2:79,events_0001:404,events_1:445,events_2:445,events_3fhl:434,events_:404,events_bkg:337,events_gc_3fhl:434,events_hdr:85,events_list:337,events_new:448,events_path:[78,404],events_src:337,events_tot:337,events_vela:412,eventu:[324,329,340,343,344,359,422],ever:510,everi:[165,167,179,324,327,332,333,334,336,340,349,351,353,390,393,419,433,507],everyon:329,everyth:[324,342,343,448],everywher:[324,338,343,344,363],evid:[116,415],evolut:[50,52,53,192,330,344,407,429,441,442,444,445,453,456,460,462],evolv:[28,29,30,35,36,39,40,50,52,53,192,341,344,351,405],evt_sampl:404,ex:[11,419,421,422],exact:[28,29,30,31,32,35,36,37,39,40,86,342,419,425],exactli:[103,106,109,113,115,171,319,395,410,412,420,425,444,461],exagger:315,examin:[350,452],exampl:[11,19,20,28,29,30,31,32,35,36,37,39,40,64,65,76,78,79,80,81,82,83,84,86,88,92,94,95,97,100,101,103,106,108,110,112,113,114,115,116,124,125,127,128,129,130,135,137,140,141,148,151,153,165,166,167,169,172,175,177,178,179,183,203,209,239,242,277,283,292,304,305,310,314,315,317,319,321,324,325,327,329,332,334,335,336,337,338,339,340,341,342,344,347,350,351,355,356,357,359,363,365,368,371,374,375,376,379,381,382,383,389,390,391,393,394,395,396,397,398,399,401,402,403,404,405,406,408,409,410,411,412,414,415,416,417,418,419,420,421,422,424,425,426,427,429,431,432,433,434,438,439,448,450,451,452,454,459,461,462,501,502,507,509,511,512],example_cub:419,example_cube_fgst:419,except:[65,67,76,82,86,95,97,100,101,144,166,167,169,175,178,179,260,321,324,335,339,343,356,421,461],excerpt:427,excess:[15,65,70,95,97,100,101,104,106,107,108,109,110,113,114,117,118,148,246,247,252,253,322,336,339,370,371,377,382,389,393,394,396,397,398,401,403,406,408,411,412,415,416,418,420,421,426,432,433,446,448],excess_estim:426,excess_estimator_integr:426,excess_integr:426,excess_map:[16,394,398,399,401,432],excess_map_estim:412,excess_matching_signific:[373,383],excess_min:122,excess_r:416,excessestim:348,excessmapconfig:16,excessmapestim:[104,348,370,371,372,374,377,399,401,412,420,426,446],excesspointsestim:348,excessprofileestim:[348,371],exchang:338,exclud:[16,85,94,95,96,97,100,101,112,149,151,183,190,211,330,386,418,420,457,458],exclude_default:[16,85],exclude_non:[16,85],exclude_unset:[16,85],exclus:[16,79,143,145,150,151,152,153,156,165,177,330,338,340,370,372,390,398,401,418,455,457],exclusion_mask:[143,145,150,151,152,153,156,393,399,403,418,420,433,455,457,458],exclusion_mask_2d:418,exclusion_mask_crab:[394,432],exclusion_radiu:420,exclusion_region:393,exclusionmask:380,execut:[11,106,109,113,115,324,325,327,329,331,332,333,339,340,344,353,354,355,356,357,358,359,368,376,382,392,400,407,413,418,419,423,425,428,429,430,434,435,472,493,503,505],exercis:[327,340,344,350],exist:[11,28,29,30,31,32,35,36,37,39,40,42,79,82,83,86,92,93,94,95,97,99,100,101,107,108,153,164,165,166,167,169,170,173,174,175,177,178,179,309,324,327,329,332,333,335,336,337,338,340,341,343,344,345,347,348,350,351,355,356,359,360,363,367,368,382,383,385,387,397,399,416,420,422,425,445,460,461,508],exist_ok:[393,394,401,402,404,432,433],exit:[11,15,82,86,183,190,211,364,471,507],exot:341,exp:[21,28,29,30,31,32,35,36,39,40,128,196,199,206,217,218,230,325,347,411,422,465,466,473,477,478,479,480,489,490,491,495,496,497,510],expand:[113,290,334,374],expand_map:113,expans:[50,52,53],expcutoffpowerlaw3fglspectralmodel:[221,347,391,422,478],expcutoffpowerlaw:479,expcutoffpowerlawnormspectralmodel:[195,221,422,479],expcutoffpowerlawspectralmodel:[19,20,26,76,184,185,188,192,193,194,199,205,206,208,212,214,216,217,218,221,222,227,229,230,231,232,235,239,347,391,393,401,422,477,479,483],expdecai:[196,462,503],expdecay_model:[404,495],expdecaytemporalmodel:[233,347,370,374,404,411,422,495],expect:[28,29,30,31,32,35,36,37,39,40,97,101,107,153,158,159,162,177,246,247,248,250,254,259,283,324,329,337,339,340,341,344,349,351,389,390,395,396,397,399,404,405,409,414,417,419,420,425,427,444,446,508,509,510],expens:[28,29,30,31,32,35,36,37,39,40,393,405],experi:[327,329,333,335,339,353,382,436,506,511],experienc:333,experiment:[28,29,30,31,32,35,36,37,39,40,340,507],expert:344,expertis:341,expfactor:[231,232,490,491],expir:337,explain:[82,86,324,327,329,338,341,343,344,350,353,355,357,368,374,389,393,395,414,417,420,422,448,505,507],explan:[103,106,109,113,115,329,360,511],explicit:[82,86,165,167,324,340,342,348,460,511],explicitli:[19,20,26,28,29,30,31,32,35,36,37,39,40,123,124,125,128,129,130,134,136,138,139,184,185,188,192,193,194,195,199,205,206,208,212,214,216,217,218,222,227,229,230,231,232,235,239,260,334,346,354,364,405,421,460,511],explor:[166,167,169,175,178,179,332,340,359,393,398,401,406,407,409,410,415,416,421,426,427,432,434,444,445,446,448,456,457,460,504],explos:52,expomap:337,expon:[347,422],exponenti:[28,30,36,39,40,193,194,195,196,230,231,232,325,335,368,401,404,411,462,493],exponentialcutoffpowerlaw:483,expos:[6,28,29,30,31,32,35,36,37,39,40,333,338,339,340,343,344,419,429,446,447,505],exposur:[16,79,83,95,97,98,100,101,106,115,119,126,127,132,135,137,140,143,148,155,158,159,161,162,226,255,258,259,330,333,334,335,336,337,348,366,371,379,381,382,383,385,389,390,393,394,395,396,397,398,399,401,403,404,405,408,410,411,416,418,419,420,426,427,432,433,444,453,456,461,509],exposure_geom:[127,137],exposure_hdu:[126,127,132,137,140],exposure_hdu_band:[126,127,132,137,140],exposure_hpx:425,exposure_map:[126,127,132,137,140,158,159,162],exposure_max:416,exposure_min:416,exposure_tim:337,express:[106,116,246,247,335,347,348,399,417,422,444,460,466,508,509,510],exptest:380,extend:[15,19,20,26,70,82,86,87,93,143,168,171,176,179,184,185,188,192,193,194,195,199,205,206,208,211,212,214,216,217,218,222,227,229,230,231,232,235,239,331,335,336,337,338,344,346,347,348,351,355,367,369,374,392,393,397,405,409,415,419,420,421,422,425,429,444,445,456,457,504],extended_archive_v18:471,extended_source_spectral_analysi:[390,392],extens:[41,79,125,166,167,169,171,178,179,186,187,190,191,198,201,211,213,215,223,224,228,234,238,268,326,329,330,331,332,333,335,337,339,340,341,342,343,344,353,377,404,405,422,507],extent:[177,190,211,338,397,422],extern:[325,350,375,379,380,383,424,448],extra:[16,28,29,30,31,32,35,36,37,39,40,47,79,85,164,165,170,174,175,177,181,234,235,323,325,331,332,338,340,341,344,350,351,379,382,383,419,420,448,461],extra_data:85,extra_term:259,extract:[93,95,97,100,101,107,108,113,126,127,132,137,140,144,149,150,155,157,163,166,167,168,169,171,176,177,178,179,236,324,334,339,348,350,351,376,377,387,389,390,393,394,395,396,401,402,404,405,406,408,416,419,432,444,452,457],extragalact:[192,424],extrapol:[123,124,148,166,167,169,175,178,179,192,239,272,374,379,381,382,424,425,460],extras_requir:341,extrem:[324,351,466],f06:48,f06b:[49,438],f06p:49,f0:[237,501],f1:[237,501],f2:[237,501],f4:[124,128,141,395,416,419,424,425],f8:425,f:[17,18,19,20,21,22,24,25,26,27,28,29,30,31,32,35,36,37,39,40,82,86,115,173,184,185,188,192,193,194,195,199,205,206,208,212,214,216,217,218,222,227,229,230,231,232,235,239,260,280,324,327,341,346,347,355,357,376,385,389,390,393,394,396,402,403,404,405,410,411,412,414,415,417,418,420,422,425,426,431,432,433,434,442,457,473,483,494,495,496,497,498,499,500,507,508,509],f_0:[216,486],f_:[251,253,444],f_dead:[79,83],f_i:251,f_pp:252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the WStat formula","Utility 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\ No newline at end of file
diff --git a/docs/dev/tutorials/analysis-1d/cta_sensitivity.html b/docs/dev/tutorials/analysis-1d/cta_sensitivity.html
index 65e8dc4e2e7..e1a9faa84f0 100644
--- a/docs/dev/tutorials/analysis-1d/cta_sensitivity.html
+++ b/docs/dev/tutorials/analysis-1d/cta_sensitivity.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
@@ -595,7 +595,7 @@ 
Check setupCheck setupLoad spectral points
 

 
Table length=5
-
+

diff --git a/docs/dev/tutorials/analysis-1d/sg_execution_times.html b/docs/dev/tutorials/analysis-1d/sg_execution_times.html
index 5b4520419f6..3b901f923d6 100644
--- a/docs/dev/tutorials/analysis-1d/sg_execution_times.html
+++ b/docs/dev/tutorials/analysis-1d/sg_execution_times.html
@@ -189,7 +189,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
@@ -278,7 +278,7 @@
                 
   

 
Computation times#

-
01:12.663 total execution time for tutorials_analysis-1d files:

+
00:59.682 total execution time for tutorials_analysis-1d files:

 

 
e_refe_mine_maxdndednde_errpdnde_errndnde_ulsqrt_tsis_ul

 
GeVGeVGeV1 / (cm2 GeV s)1 / (cm2 GeV s)1 / (cm2 GeV s)1 / (cm2 GeV s)

 
float64float64float64float64float64float64float64float32bool
@@ -287,31 +287,31 @@
 
-
+
-
+
-
+
-
+
-
+
-
+
-
+
diff --git a/docs/dev/tutorials/analysis-1d/spectral_analysis.html b/docs/dev/tutorials/analysis-1d/spectral_analysis.html
index 2e0d6c35ce1..7614bce4d5b 100644
--- a/docs/dev/tutorials/analysis-1d/spectral_analysis.html
+++ b/docs/dev/tutorials/analysis-1d/spectral_analysis.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
@@ -720,7 +720,7 @@ 
Check setupSpectral analysis of extended sources
 tutorial.

-
Total running time of the script: ( 0 minutes  23.583 seconds)

+
Total running time of the script: ( 0 minutes  19.648 seconds)

 

 
 

 
 
Spectral analysis (spectral_analysis.py)
00:23.583
00:19.648

 
0.0 MB

 

 
Spectral analysis with the HLI (spectral_analysis_hli.py)
00:13.570
00:11.351

 
0.0 MB

 

 
1D spectrum simulation (spectrum_simulation.py)
00:12.962
00:10.062

 
0.0 MB

 

 
Spectral analysis of extended sources (extended_source_spectral_analysis.py)
00:07.934
00:06.847

 
0.0 MB

 

 
Spectral analysis with energy-dependent directional cuts (spectral_analysis_rad_max.py)
00:07.512
00:05.987

 
0.0 MB

 

 
Flux point fitting (sed_fitting.py)
00:05.655
00:04.618

 
0.0 MB

 

 
Point source sensitivity (cta_sensitivity.py)
00:01.447
00:01.167

 
0.0 MB

 

 
@@ -287,15 +287,15 @@
 
-
+
-
+
-
+
diff --git a/docs/dev/tutorials/analysis-3d/analysis_3d.html b/docs/dev/tutorials/analysis-3d/analysis_3d.html
index 2474a93c372..61a2e1308f1 100644
--- a/docs/dev/tutorials/analysis-3d/analysis_3d.html
+++ b/docs/dev/tutorials/analysis-3d/analysis_3d.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev873+gb7de5d9b7 variable.
+            // this version, rather than using sphinx's 1.2.dev876+ga0053ed8d variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
@@ -619,7 +619,7 @@ 
Check setupplt.show()
 
 
-analysis 3d
interactive(children=(SelectionSlider(continuous_update=False, description='Select energy:', layout=Layout(width='50%'), options=('100 GeV - 158 GeV', '158 GeV - 251 GeV', '251 GeV - 398 GeV', '398 GeV - 631 GeV', '631 GeV - 1.00 TeV', '1.00 TeV - 1.58 TeV', '1.58 TeV - 2.51 TeV', '2.51 TeV - 3.98 TeV', '3.98 TeV - 6.31 TeV', '6.31 TeV - 10.0 TeV'), style=SliderStyle(description_width='initial'), value='100 GeV - 158 GeV'), RadioButtons(description='Select stretch:', index=1, options=('linear', 'sqrt', 'log'), style=DescriptionStyle(description_width='initial'), value='sqrt'), Output()), _dom_classes=('widget-interact',))
+analysis 3d
interactive(children=(SelectionSlider(continuous_update=False, description='Select energy:', layout=Layout(width='50%'), options=('100 GeV - 158 GeV', '158 GeV - 251 GeV', '251 GeV - 398 GeV', '398 GeV - 631 GeV', '631 GeV - 1.00 TeV', '1.00 TeV - 1.58 TeV', '1.58 TeV - 2.51 TeV', '2.51 TeV - 3.98 TeV', '3.98 TeV - 6.31 TeV', '6.31 TeV - 10.00 TeV'), style=SliderStyle(description_width='initial'), value='100 GeV - 158 GeV'), RadioButtons(description='Select stretch:', index=1, options=('linear', 'sqrt', 'log'), style=DescriptionStyle(description_width='initial'), value='sqrt'), Output()), _dom_classes=('widget-interact',))
 

 

 
And the background map

@@ -894,7 +894,7 @@ 
Data reductionplt.show()
 

 

-analysis 3d
interactive(children=(SelectionSlider(continuous_update=False, description='Select energy:', layout=Layout(width='50%'), options=('100 GeV - 158 GeV', '158 GeV - 251 GeV', '251 GeV - 398 GeV', '398 GeV - 631 GeV', '631 GeV - 1.00 TeV', '1.00 TeV - 1.58 TeV', '1.58 TeV - 2.51 TeV', '2.51 TeV - 3.98 TeV', '3.98 TeV - 6.31 TeV', '6.31 TeV - 10.0 TeV'), style=SliderStyle(description_width='initial'), value='100 GeV - 158 GeV'), RadioButtons(description='Select stretch:', index=1, options=('linear', 'sqrt', 'log'), style=DescriptionStyle(description_width='initial'), value='sqrt'), Output()), _dom_classes=('widget-interact',))
+analysis 3d
interactive(children=(SelectionSlider(continuous_update=False, description='Select energy:', layout=Layout(width='50%'), options=('100 GeV - 158 GeV', '158 GeV - 251 GeV', '251 GeV - 398 GeV', '398 GeV - 631 GeV', '631 GeV - 1.00 TeV', '1.00 TeV - 1.58 TeV', '1.58 TeV - 2.51 TeV', '2.51 TeV - 3.98 TeV', '3.98 TeV - 6.31 TeV', '6.31 TeV - 10.00 TeV'), style=SliderStyle(description_width='initial'), value='100 GeV - 158 GeV'), RadioButtons(description='Select stretch:', index=1, options=('linear', 'sqrt', 'log'), style=DescriptionStyle(description_width='initial'), value='sqrt'), Output()), _dom_classes=('widget-interact',))
 

 

 
We can quickly check the PSF

@@ -972,7 +972,7 @@ 
Fit quality assessment and model residuals for a 
 
   model      type      name      value    ... frozen is_norm link prior
 ----------- -------- --------- ----------- ... ------ ------- ---- -----
-  gc-source spectral     index  2.4143e+00 ...  False   False       None
-  gc-source spectral amplitude  2.6631e-12 ...  False    True       None
+  gc-source spectral     index  2.4142e+00 ...  False   False       None
+  gc-source spectral amplitude  2.6639e-12 ...  False    True       None
   gc-source spectral reference  1.0000e+00 ...   True   False       None
-  gc-source spectral   lambda_ -1.3375e-02 ...  False   False       None
+  gc-source spectral   lambda_ -1.3272e-02 ...  False   False       None
   gc-source spectral     alpha  1.0000e+00 ...   True   False       None
-  gc-source  spatial     lon_0 -4.8062e-02 ...  False   False       None
-  gc-source  spatial     lat_0 -5.2606e-02 ...  False   False       None
+  gc-source  spatial     lon_0 -4.8059e-02 ...  False   False       None
+  gc-source  spatial     lat_0 -5.2602e-02 ...  False   False       None
 stacked-bkg spectral      norm  1.3481e+00 ...  False    True       None
 stacked-bkg spectral      tilt  0.0000e+00 ...   True   False       None
 stacked-bkg spectral reference  1.0000e+00 ...   True   False       None
@@ -1040,7 +1040,7 @@ 
Fit quality assessment and model residuals for a plt.show()
 

 

-Energy 100 GeV - 1.00 TeV, Energy 1.00 TeV - 10.0 TeV
Distribution of residuals significance in the full map geometry:

+Energy 100 GeV - 1.00 TeV, Energy 1.00 TeV - 10.00 TeV
Distribution of residuals significance in the full map geometry:

 
significance_map = result["sqrt_ts"]
 
 kwargs_hist = {"density": True, "alpha": 0.9, "color": "red", "bins": 40}
@@ -1095,21 +1095,21 @@ 
Data reduction
MapDataset
 ----------
 
-  Name                            : XGxBetth
+  Name                            : WZtq-LZ8
 
   Total counts                    : 40481
   Total background counts         : 36014.51
@@ -1169,9 +1169,9 @@ 
Data reduction
  name   counts       excess      ... n_fit_bins stat_type stat_sum
                                   ...
 -------- ------ ----------------- ... ---------- --------- --------
-XGxBetth  40481       4466.484375 ...     693940      cash      nan
-AAvveYfx  40525 4510.505523195905 ...     693940      cash      nan
-DBv-FRqU  40235 4220.480554966147 ...     693940      cash      nan
+WZtq-LZ8  40481       4466.484375 ...     693940      cash      nan
+ZDMijAlk  40525 4510.505523195905 ...     693940      cash      nan
+2RPlr6TV  40235 4220.480554966147 ...     693940      cash      nan
 Models
 
 Component 0: SkyModel
@@ -1192,8 +1192,8 @@ 
Data reductionFit quality assessment and model residuals for a joint Fit quality assessment and model residuals for a joint ExercisesTotal running time of the script: ( 1 minutes  1.273 seconds)

+
Total running time of the script: ( 0 minutes  52.414 seconds)

 

 
 

 
 
Source detection and significance maps (detect.py)
00:30.242
00:21.163

 
0.0 MB

 

 
Ring background map (ring_background.py)
00:22.400
00:18.626

 
0.0 MB

 

 
2D map fitting (modeling_2D.py)
00:10.159
00:08.385

 
0.0 MB

 

 

+

-
-
-
-
-
+
+
+
+
+

 
e_refe_mine_maxdndednde_errtssqrt_tsnprednpred_excessstatcountssuccess

 
TeVTeVTeV1 / (cm2 s TeV)1 / (cm2 s TeV)

 
float64float64float64float64float64float64float64float64[1]float32[1]float64float64[1]bool
1.3750.9462.0001.447e-121.783e-13152.51312.350105.7752244878226383.8989213.412106.0True
2.6992.0003.6413.563e-134.835e-14150.65412.27473.0251191219844263.132472.24573.0True
5.2953.6417.7007.332e-141.138e-14121.57011.02653.98359208475904647.4558750.62454.0True
11.1987.70016.2846.353e-152.154e-1521.7894.66813.18842983819716610.6604475.74413.0True
21.97116.28429.6451.109e-156.938e-166.2502.5004.14531053887243.1979892.8994.0True
1.3750.9462.0001.447e-121.783e-13152.51312.350105.7752244874736883.8989213.412106.0True
2.6992.0003.6413.563e-134.835e-14150.65412.27473.0251191214878963.132472.24573.0True
5.2953.6417.7007.332e-141.138e-14121.57011.02653.9835920848837647.4558750.62454.0True
11.1987.70016.2846.353e-152.154e-1521.7894.66813.18842983819364910.6604475.74413.0True
21.97116.28429.6451.109e-156.938e-166.2502.5004.1453105388128773.1979892.8994.0True

 

 

 

@@ -1093,7 +1093,7 @@ 
What next?Total running time of the script: ( 0 minutes  29.400 seconds)

+
Total running time of the script: ( 0 minutes  22.962 seconds)

 

 

-flux profiles
Total running time of the script: ( 0 minutes  33.874 seconds)

+flux profiles
Total running time of the script: ( 0 minutes  27.166 seconds)