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index 483619d8614..0e6de4d8c4a 100644 --- a/docs/dev/_modules/gammapy/catalog/fermi.html +++ b/docs/dev/_modules/gammapy/catalog/fermi.html @@ -63,7 +63,7 @@ - + diff --git a/docs/dev/_modules/gammapy/catalog/gammacat.html b/docs/dev/_modules/gammapy/catalog/gammacat.html index 79cecb1bb57..509b719e074 100644 --- a/docs/dev/_modules/gammapy/catalog/gammacat.html +++ b/docs/dev/_modules/gammapy/catalog/gammacat.html @@ -63,7 +63,7 @@ - + diff --git a/docs/dev/_modules/gammapy/catalog/hawc.html b/docs/dev/_modules/gammapy/catalog/hawc.html index 4009f4be434..be37084260b 100644 --- a/docs/dev/_modules/gammapy/catalog/hawc.html +++ b/docs/dev/_modules/gammapy/catalog/hawc.html @@ -63,7 +63,7 @@ - + diff --git a/docs/dev/_modules/gammapy/catalog/hess.html b/docs/dev/_modules/gammapy/catalog/hess.html index 324a19aaf03..683b58e8f3c 100644 --- a/docs/dev/_modules/gammapy/catalog/hess.html +++ b/docs/dev/_modules/gammapy/catalog/hess.html @@ -63,7 +63,7 @@ - + diff --git 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+++ b/docs/dev/_modules/gammapy/data/filters.html @@ -63,7 +63,7 @@ - + diff --git a/docs/dev/_modules/gammapy/data/gti.html b/docs/dev/_modules/gammapy/data/gti.html index 0d51ae9cc0f..b574f815bbe 100644 --- a/docs/dev/_modules/gammapy/data/gti.html +++ b/docs/dev/_modules/gammapy/data/gti.html @@ -63,7 +63,7 @@ - + diff --git a/docs/dev/_modules/gammapy/data/hdu_index_table.html b/docs/dev/_modules/gammapy/data/hdu_index_table.html index 602728f622f..53eb48159fa 100644 --- a/docs/dev/_modules/gammapy/data/hdu_index_table.html +++ b/docs/dev/_modules/gammapy/data/hdu_index_table.html @@ -63,7 +63,7 @@ - + diff --git a/docs/dev/_modules/gammapy/data/metadata.html b/docs/dev/_modules/gammapy/data/metadata.html index 123761fcac8..3d1add7f86b 100644 --- a/docs/dev/_modules/gammapy/data/metadata.html +++ b/docs/dev/_modules/gammapy/data/metadata.html @@ -63,7 +63,7 @@ - + diff --git a/docs/dev/_modules/gammapy/data/obs_table.html b/docs/dev/_modules/gammapy/data/obs_table.html index b3a3d04ccff..6373f8baea9 100644 --- a/docs/dev/_modules/gammapy/data/obs_table.html +++ b/docs/dev/_modules/gammapy/data/obs_table.html @@ -63,7 +63,7 @@ - + diff --git a/docs/dev/_modules/gammapy/data/observations.html b/docs/dev/_modules/gammapy/data/observations.html index 9a9fb99c55e..f32b4ebafd6 100644 --- a/docs/dev/_modules/gammapy/data/observations.html +++ b/docs/dev/_modules/gammapy/data/observations.html @@ -63,7 +63,7 @@ - + diff --git a/docs/dev/_modules/gammapy/data/pointing.html b/docs/dev/_modules/gammapy/data/pointing.html index f39ad3d6e8c..17509431297 100644 --- a/docs/dev/_modules/gammapy/data/pointing.html +++ b/docs/dev/_modules/gammapy/data/pointing.html @@ -63,7 +63,7 @@ - + diff --git a/docs/dev/_modules/gammapy/data/simulate.html b/docs/dev/_modules/gammapy/data/simulate.html index 064c079e64f..8a9b3693da4 100644 --- a/docs/dev/_modules/gammapy/data/simulate.html +++ b/docs/dev/_modules/gammapy/data/simulate.html @@ -63,7 +63,7 @@ - + diff --git a/docs/dev/_modules/gammapy/data/utils.html b/docs/dev/_modules/gammapy/data/utils.html index a889841cd7a..a68b76b0c16 100644 --- a/docs/dev/_modules/gammapy/data/utils.html +++ b/docs/dev/_modules/gammapy/data/utils.html @@ -63,7 +63,7 @@ - + diff --git a/docs/dev/_modules/gammapy/datasets/core.html b/docs/dev/_modules/gammapy/datasets/core.html index fd3196db6ca..c780eece56a 100644 --- a/docs/dev/_modules/gammapy/datasets/core.html +++ b/docs/dev/_modules/gammapy/datasets/core.html @@ -63,7 +63,7 @@ - + diff --git a/docs/dev/_modules/gammapy/datasets/flux_points.html b/docs/dev/_modules/gammapy/datasets/flux_points.html index 7ef592129f2..ce62ea74e3e 100644 --- a/docs/dev/_modules/gammapy/datasets/flux_points.html +++ b/docs/dev/_modules/gammapy/datasets/flux_points.html @@ -63,7 +63,7 @@ - + diff --git a/docs/dev/_modules/gammapy/datasets/io.html b/docs/dev/_modules/gammapy/datasets/io.html index 32016840018..7cc27ef953f 100644 --- a/docs/dev/_modules/gammapy/datasets/io.html +++ b/docs/dev/_modules/gammapy/datasets/io.html @@ -63,7 +63,7 @@ - + diff --git a/docs/dev/_modules/gammapy/datasets/map.html b/docs/dev/_modules/gammapy/datasets/map.html index 52b6580d92a..6416403b3af 100644 --- a/docs/dev/_modules/gammapy/datasets/map.html +++ b/docs/dev/_modules/gammapy/datasets/map.html @@ -63,7 +63,7 @@ - + diff --git a/docs/dev/_modules/gammapy/datasets/metadata.html b/docs/dev/_modules/gammapy/datasets/metadata.html index e18de48b1d0..b9f3ecd0c5a 100644 --- a/docs/dev/_modules/gammapy/datasets/metadata.html +++ b/docs/dev/_modules/gammapy/datasets/metadata.html @@ -63,7 +63,7 @@ - + diff --git a/docs/dev/_modules/gammapy/datasets/simulate.html b/docs/dev/_modules/gammapy/datasets/simulate.html index 6237e8c0db1..718e61a318b 100644 --- a/docs/dev/_modules/gammapy/datasets/simulate.html +++ b/docs/dev/_modules/gammapy/datasets/simulate.html @@ -63,7 +63,7 @@ - + @@ -536,6 +536,7 @@

Source code for gammapy.datasets.simulate

 # Licensed under a 3-clause BSD style license - see LICENSE.rst
 """Simulate observations."""
+
 import html
 import logging
 from copy import deepcopy
@@ -1149,6 +1150,9 @@ 
Source code for gammapy.datasets.simulate
                 self.event_list_meta(dataset, observation, self.keep_mc_id)
             )
 
+        sort_by_time = np.argsort(events.table["TIME"])
+        events.table = events.table[sort_by_time]
+
         geom = dataset._geom
         selection = geom.contains(events.map_coord(geom))
         log.info("Event sampling completed.")
diff --git a/docs/dev/_modules/gammapy/datasets/spectrum.html b/docs/dev/_modules/gammapy/datasets/spectrum.html
index bc403186029..20ad4c63e4a 100644
--- a/docs/dev/_modules/gammapy/datasets/spectrum.html
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index 9568568804f..e6df2a41c3e 100644
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index 835c21ad80c..9cc8a7330e8 100644
--- a/docs/dev/_modules/gammapy/estimators/map/core.html
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index c1426a1c55c..fbc7c316cc1 100644
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@@ -63,7 +63,7 @@
     
   
   
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index a132a697181..cb8aa6cc390 100644
--- a/docs/dev/_modules/gammapy/estimators/metadata.html
+++ b/docs/dev/_modules/gammapy/estimators/metadata.html
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index de3a3a807fb..1177ea10e7c 100644
--- a/docs/dev/_modules/gammapy/estimators/parameter.html
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index b178f38ff21..386ca7c5346 100644
--- a/docs/dev/_modules/gammapy/estimators/points/core.html
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@@ -63,7 +63,7 @@
     
   
   
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index 7f3f32ec460..a222b4e4858 100644
--- a/docs/dev/_modules/gammapy/estimators/points/lightcurve.html
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@@ -63,7 +63,7 @@
     
   
   
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index be0744a89d3..3442e4350a7 100644
--- a/docs/dev/_modules/gammapy/estimators/points/profile.html
+++ b/docs/dev/_modules/gammapy/estimators/points/profile.html
@@ -63,7 +63,7 @@
     
   
   
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index a4cf6bb987e..3797058f32d 100644
--- a/docs/dev/_modules/gammapy/estimators/points/sed.html
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@@ -63,7 +63,7 @@
     
   
   
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index a79823102b5..4151a27db69 100644
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index ce42e9bbf87..9fbe657888d 100644
--- a/docs/dev/_modules/gammapy/estimators/profile.html
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@@ -63,7 +63,7 @@
     
   
   
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index eb38c9fa79e..cbd6dc7cb2a 100644
--- a/docs/dev/_modules/gammapy/estimators/utils.html
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@@ -63,7 +63,7 @@
     
   
   
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diff --git a/docs/dev/_modules/gammapy/irf/background.html b/docs/dev/_modules/gammapy/irf/background.html
index b9c323e8500..21d91d8b43b 100644
--- a/docs/dev/_modules/gammapy/irf/background.html
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@@ -63,7 +63,7 @@
     
   
   
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index e22d4bd7cd2..a7d4e544c55 100644
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@@ -63,7 +63,7 @@
     
   
   
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index d43e9f9baef..b8dea31d96e 100644
--- a/docs/dev/_modules/gammapy/irf/edisp/core.html
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@@ -63,7 +63,7 @@
     
   
   
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index 4c5695e1cef..a819f7b2283 100644
--- a/docs/dev/_modules/gammapy/irf/edisp/kernel.html
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@@ -63,7 +63,7 @@
     
   
   
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index 545edd5c7d6..6bcb8b522d1 100644
--- a/docs/dev/_modules/gammapy/utils/regions.html
+++ b/docs/dev/_modules/gammapy/utils/regions.html
@@ -63,7 +63,7 @@
     
   
   
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+    
   
   
   
diff --git a/docs/dev/_modules/gammapy/utils/scripts.html b/docs/dev/_modules/gammapy/utils/scripts.html
index 945fb62f502..90bacf7b6fe 100644
--- a/docs/dev/_modules/gammapy/utils/scripts.html
+++ b/docs/dev/_modules/gammapy/utils/scripts.html
@@ -63,7 +63,7 @@
     
   
   
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diff --git a/docs/dev/_modules/gammapy/utils/table.html b/docs/dev/_modules/gammapy/utils/table.html
index 811fb6a031e..4a253d8cbde 100644
--- a/docs/dev/_modules/gammapy/utils/table.html
+++ b/docs/dev/_modules/gammapy/utils/table.html
@@ -63,7 +63,7 @@
     
   
   
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+    
   
   
   
diff --git a/docs/dev/_modules/gammapy/utils/testing.html b/docs/dev/_modules/gammapy/utils/testing.html
index 1e7cc00161a..f1a16efddea 100644
--- a/docs/dev/_modules/gammapy/utils/testing.html
+++ b/docs/dev/_modules/gammapy/utils/testing.html
@@ -63,7 +63,7 @@
     
   
   
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+    
   
   
   
diff --git a/docs/dev/_modules/gammapy/utils/time.html b/docs/dev/_modules/gammapy/utils/time.html
index c2acaaddad6..e73b50fbbe1 100644
--- a/docs/dev/_modules/gammapy/utils/time.html
+++ b/docs/dev/_modules/gammapy/utils/time.html
@@ -63,7 +63,7 @@
     
   
   
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+    
   
   
   
diff --git a/docs/dev/_modules/gammapy/utils/units.html b/docs/dev/_modules/gammapy/utils/units.html
index 425629d2874..77ca81b0851 100644
--- a/docs/dev/_modules/gammapy/utils/units.html
+++ b/docs/dev/_modules/gammapy/utils/units.html
@@ -63,7 +63,7 @@
     
   
   
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+    
   
   
   
diff --git a/docs/dev/_modules/gammapy/visualization/cmap.html b/docs/dev/_modules/gammapy/visualization/cmap.html
index 79d3b779293..f25a1bca896 100644
--- a/docs/dev/_modules/gammapy/visualization/cmap.html
+++ b/docs/dev/_modules/gammapy/visualization/cmap.html
@@ -63,7 +63,7 @@
     
   
   
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+    
   
   
   
diff --git a/docs/dev/_modules/gammapy/visualization/datasets.html b/docs/dev/_modules/gammapy/visualization/datasets.html
index 1b603ad25c9..2c22f39ab18 100644
--- a/docs/dev/_modules/gammapy/visualization/datasets.html
+++ b/docs/dev/_modules/gammapy/visualization/datasets.html
@@ -63,7 +63,7 @@
     
   
   
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+    
   
   
   
diff --git a/docs/dev/_modules/gammapy/visualization/heatmap.html b/docs/dev/_modules/gammapy/visualization/heatmap.html
index d9ddf7dae77..e5f51d2138f 100644
--- a/docs/dev/_modules/gammapy/visualization/heatmap.html
+++ b/docs/dev/_modules/gammapy/visualization/heatmap.html
@@ -63,7 +63,7 @@
     
   
   
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+    
   
   
   
diff --git a/docs/dev/_modules/gammapy/visualization/panel.html b/docs/dev/_modules/gammapy/visualization/panel.html
index ff49fcc7f47..389c8ff1d88 100644
--- a/docs/dev/_modules/gammapy/visualization/panel.html
+++ b/docs/dev/_modules/gammapy/visualization/panel.html
@@ -63,7 +63,7 @@
     
   
   
-    
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diff --git a/docs/dev/_modules/gammapy/visualization/utils.html b/docs/dev/_modules/gammapy/visualization/utils.html
index b1b2cc1d5fe..675e3cdbfca 100644
--- a/docs/dev/_modules/gammapy/visualization/utils.html
+++ b/docs/dev/_modules/gammapy/visualization/utils.html
@@ -63,7 +63,7 @@
     
   
   
-    
+    
   
   
   
diff --git a/docs/dev/_modules/index.html b/docs/dev/_modules/index.html
index 0a141e5d773..ed53390b62e 100644
--- a/docs/dev/_modules/index.html
+++ b/docs/dev/_modules/index.html
@@ -63,7 +63,7 @@
     
   
   
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diff --git a/docs/dev/_sources/sg_execution_times.rst.txt b/docs/dev/_sources/sg_execution_times.rst.txt
index f30a002e711..a403aec0d31 100644
--- a/docs/dev/_sources/sg_execution_times.rst.txt
+++ b/docs/dev/_sources/sg_execution_times.rst.txt
@@ -6,7 +6,7 @@
 
 Computation times
 =================
-**09:25.454** total execution time for 82 files **from all galleries**:
+**09:28.070** total execution time for 82 files **from all galleries**:
 
 .. container::
 
@@ -33,248 +33,248 @@ Computation times
      - Time
      - Mem (MB)
    * - :ref:`sphx_glr_tutorials_api_priors.py` (``../examples/tutorials/api/priors.py``)
-     - 01:18.322
+     - 01:22.442
      - 0.0
    * - :ref:`sphx_glr_tutorials_analysis-1d_spectral_analysis.py` (``../examples/tutorials/analysis-1d/spectral_analysis.py``)
-     - 00:44.428
+     - 00:44.274
      - 0.0
    * - :ref:`sphx_glr_tutorials_analysis-3d_analysis_3d.py` (``../examples/tutorials/analysis-3d/analysis_3d.py``)
-     - 00:38.194
+     - 00:37.197
      - 0.0
    * - :ref:`sphx_glr_tutorials_analysis-time_light_curve_flare.py` (``../examples/tutorials/analysis-time/light_curve_flare.py``)
-     - 00:34.530
+     - 00:33.404
      - 0.0
    * - :ref:`sphx_glr_tutorials_api_astro_dark_matter.py` (``../examples/tutorials/api/astro_dark_matter.py``)
-     - 00:28.326
-     - 0.0
-   * - :ref:`sphx_glr_tutorials_analysis-3d_flux_profiles.py` (``../examples/tutorials/analysis-3d/flux_profiles.py``)
-     - 00:20.997
+     - 00:28.130
      - 0.0
    * - :ref:`sphx_glr_tutorials_analysis-3d_event_sampling.py` (``../examples/tutorials/analysis-3d/event_sampling.py``)
-     - 00:20.943
+     - 00:25.720
+     - 0.0
+   * - :ref:`sphx_glr_tutorials_analysis-3d_flux_profiles.py` (``../examples/tutorials/analysis-3d/flux_profiles.py``)
+     - 00:20.555
      - 0.0
    * - :ref:`sphx_glr_tutorials_analysis-2d_detect.py` (``../examples/tutorials/analysis-2d/detect.py``)
-     - 00:20.784
+     - 00:20.229
      - 0.0
    * - :ref:`sphx_glr_tutorials_analysis-3d_energy_dependent_estimation.py` (``../examples/tutorials/analysis-3d/energy_dependent_estimation.py``)
-     - 00:20.261
+     - 00:19.556
      - 0.0
    * - :ref:`sphx_glr_tutorials_analysis-time_light_curve_simulation.py` (``../examples/tutorials/analysis-time/light_curve_simulation.py``)
-     - 00:18.212
+     - 00:18.378
      - 0.0
    * - :ref:`sphx_glr_tutorials_analysis-3d_cta_data_analysis.py` (``../examples/tutorials/analysis-3d/cta_data_analysis.py``)
-     - 00:17.303
+     - 00:16.994
      - 0.0
    * - :ref:`sphx_glr_tutorials_starting_analysis_1.py` (``../examples/tutorials/starting/analysis_1.py``)
-     - 00:15.127
+     - 00:15.402
      - 0.0
    * - :ref:`sphx_glr_tutorials_api_makers.py` (``../examples/tutorials/api/makers.py``)
-     - 00:15.082
+     - 00:14.925
      - 0.0
    * - :ref:`sphx_glr_tutorials_api_datasets.py` (``../examples/tutorials/api/datasets.py``)
-     - 00:14.899
+     - 00:14.783
      - 0.0
    * - :ref:`sphx_glr_tutorials_analysis-2d_ring_background.py` (``../examples/tutorials/analysis-2d/ring_background.py``)
-     - 00:12.324
+     - 00:12.028
      - 0.0
    * - :ref:`sphx_glr_tutorials_api_fitting.py` (``../examples/tutorials/api/fitting.py``)
-     - 00:11.587
+     - 00:11.443
      - 0.0
    * - :ref:`sphx_glr_tutorials_api_model_management.py` (``../examples/tutorials/api/model_management.py``)
-     - 00:10.446
+     - 00:10.294
      - 0.0
    * - :ref:`sphx_glr_tutorials_analysis-3d_simulate_3d.py` (``../examples/tutorials/analysis-3d/simulate_3d.py``)
-     - 00:10.198
+     - 00:09.789
      - 0.0
    * - :ref:`sphx_glr_tutorials_analysis-1d_spectral_analysis_hli.py` (``../examples/tutorials/analysis-1d/spectral_analysis_hli.py``)
-     - 00:07.952
+     - 00:07.831
      - 0.0
    * - :ref:`sphx_glr_tutorials_starting_analysis_2.py` (``../examples/tutorials/starting/analysis_2.py``)
-     - 00:07.726
+     - 00:07.684
      - 0.0
    * - :ref:`sphx_glr_tutorials_analysis-time_light_curve.py` (``../examples/tutorials/analysis-time/light_curve.py``)
-     - 00:07.696
+     - 00:07.506
+     - 0.0
+   * - :ref:`sphx_glr_tutorials_data_hawc.py` (``../examples/tutorials/data/hawc.py``)
+     - 00:07.153
      - 0.0
    * - :ref:`sphx_glr_tutorials_analysis-1d_spectrum_simulation.py` (``../examples/tutorials/analysis-1d/spectrum_simulation.py``)
-     - 00:07.354
+     - 00:07.090
      - 0.0
    * - :ref:`sphx_glr_tutorials_analysis-1d_ebl.py` (``../examples/tutorials/analysis-1d/ebl.py``)
-     - 00:07.052
+     - 00:07.076
      - 0.0
    * - :ref:`sphx_glr_tutorials_analysis-3d_analysis_mwl.py` (``../examples/tutorials/analysis-3d/analysis_mwl.py``)
-     - 00:06.819
+     - 00:06.677
      - 0.0
-   * - :ref:`sphx_glr_tutorials_data_hawc.py` (``../examples/tutorials/data/hawc.py``)
-     - 00:06.815
+   * - :ref:`sphx_glr_tutorials_data_fermi_lat.py` (``../examples/tutorials/data/fermi_lat.py``)
+     - 00:06.584
      - 0.0
    * - :ref:`sphx_glr_tutorials_analysis-time_pulsar_analysis.py` (``../examples/tutorials/analysis-time/pulsar_analysis.py``)
-     - 00:06.578
-     - 0.0
-   * - :ref:`sphx_glr_tutorials_data_fermi_lat.py` (``../examples/tutorials/data/fermi_lat.py``)
-     - 00:06.257
+     - 00:06.282
      - 0.0
    * - :ref:`sphx_glr_tutorials_api_catalog.py` (``../examples/tutorials/api/catalog.py``)
-     - 00:06.151
+     - 00:06.088
      - 0.0
    * - :ref:`sphx_glr_tutorials_analysis-2d_modeling_2D.py` (``../examples/tutorials/analysis-2d/modeling_2D.py``)
-     - 00:05.756
+     - 00:05.564
      - 0.0
    * - :ref:`sphx_glr_tutorials_data_cta.py` (``../examples/tutorials/data/cta.py``)
-     - 00:05.632
+     - 00:05.556
      - 0.0
    * - :ref:`sphx_glr_tutorials_analysis-1d_sed_fitting.py` (``../examples/tutorials/analysis-1d/sed_fitting.py``)
-     - 00:05.271
+     - 00:05.317
      - 0.0
    * - :ref:`sphx_glr_tutorials_analysis-1d_extended_source_spectral_analysis.py` (``../examples/tutorials/analysis-1d/extended_source_spectral_analysis.py``)
-     - 00:04.401
+     - 00:04.430
      - 0.0
    * - :ref:`sphx_glr_tutorials_analysis-1d_spectral_analysis_rad_max.py` (``../examples/tutorials/analysis-1d/spectral_analysis_rad_max.py``)
-     - 00:04.323
+     - 00:04.189
      - 0.0
    * - :ref:`sphx_glr_tutorials_api_observation_clustering.py` (``../examples/tutorials/api/observation_clustering.py``)
-     - 00:04.089
+     - 00:03.917
      - 0.0
    * - :ref:`sphx_glr_tutorials_api_irfs.py` (``../examples/tutorials/api/irfs.py``)
-     - 00:03.887
+     - 00:03.815
      - 0.0
    * - :ref:`sphx_glr_tutorials_data_hess.py` (``../examples/tutorials/data/hess.py``)
-     - 00:03.333
+     - 00:03.585
      - 0.0
    * - :ref:`sphx_glr_tutorials_api_models.py` (``../examples/tutorials/api/models.py``)
-     - 00:03.193
+     - 00:03.142
      - 0.0
    * - :ref:`sphx_glr_tutorials_analysis-3d_event_sampling_nrg_depend_models.py` (``../examples/tutorials/analysis-3d/event_sampling_nrg_depend_models.py``)
-     - 00:03.124
-     - 0.0
-   * - :ref:`sphx_glr_tutorials_api_maps.py` (``../examples/tutorials/api/maps.py``)
-     - 00:02.739
+     - 00:03.102
      - 0.0
    * - :ref:`sphx_glr_tutorials_scripts_survey_map.py` (``../examples/tutorials/scripts/survey_map.py``)
-     - 00:02.553
+     - 00:02.496
+     - 0.0
+   * - :ref:`sphx_glr_tutorials_api_maps.py` (``../examples/tutorials/api/maps.py``)
+     - 00:02.394
      - 0.0
    * - :ref:`sphx_glr_tutorials_api_mask_maps.py` (``../examples/tutorials/api/mask_maps.py``)
-     - 00:02.344
+     - 00:02.220
      - 0.0
    * - :ref:`sphx_glr_tutorials_starting_overview.py` (``../examples/tutorials/starting/overview.py``)
-     - 00:01.365
+     - 00:01.359
      - 0.0
    * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_absorbed.py` (``../examples/models/spectral/plot_absorbed.py``)
-     - 00:01.011
+     - 00:00.981
      - 0.0
    * - :ref:`sphx_glr_tutorials_analysis-1d_cta_sensitivity.py` (``../examples/tutorials/analysis-1d/cta_sensitivity.py``)
-     - 00:00.826
-     - 0.0
-   * - :ref:`sphx_glr_tutorials_analysis-time_Variability_estimation.py` (``../examples/tutorials/analysis-time/Variability_estimation.py``)
-     - 00:00.661
+     - 00:00.888
      - 0.0
    * - :ref:`sphx_glr_user-guide_model-gallery_temporal_plot_constant_temporal.py` (``../examples/models/temporal/plot_constant_temporal.py``)
-     - 00:00.512
+     - 00:00.853
+     - 0.0
+   * - :ref:`sphx_glr_tutorials_analysis-time_Variability_estimation.py` (``../examples/tutorials/analysis-time/Variability_estimation.py``)
+     - 00:00.650
      - 0.0
    * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_naima.py` (``../examples/models/spectral/plot_naima.py``)
      - 00:00.411
      - 0.0
-   * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_powerlaw.py` (``../examples/models/spectral/plot_powerlaw.py``)
-     - 00:00.374
-     - 0.0
    * - :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_constant.py` (``../examples/models/spatial/plot_constant.py``)
-     - 00:00.362
+     - 00:00.353
+     - 0.0
+   * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_broken_powerlaw.py` (``../examples/models/spectral/plot_broken_powerlaw.py``)
+     - 00:00.326
      - 0.0
    * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_powerlaw2.py` (``../examples/models/spectral/plot_powerlaw2.py``)
-     - 00:00.327
+     - 00:00.324
      - 0.0
    * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_smooth_broken_powerlaw.py` (``../examples/models/spectral/plot_smooth_broken_powerlaw.py``)
-     - 00:00.326
-     - 0.0
-   * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_broken_powerlaw.py` (``../examples/models/spectral/plot_broken_powerlaw.py``)
-     - 00:00.326
+     - 00:00.324
      - 0.0
    * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_compound.py` (``../examples/models/spectral/plot_compound.py``)
-     - 00:00.325
+     - 00:00.323
+     - 0.0
+   * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_powerlaw.py` (``../examples/models/spectral/plot_powerlaw.py``)
+     - 00:00.320
      - 0.0
    * - :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_disk.py` (``../examples/models/spatial/plot_disk.py``)
-     - 00:00.318
+     - 00:00.313
      - 0.0
-   * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_logparabola_norm_spectral.py` (``../examples/models/spectral/plot_logparabola_norm_spectral.py``)
-     - 00:00.275
+   * - :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_point.py` (``../examples/models/spatial/plot_point.py``)
+     - 00:00.283
      - 0.0
    * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_powerlaw_norm_spectral.py` (``../examples/models/spectral/plot_powerlaw_norm_spectral.py``)
-     - 00:00.275
+     - 00:00.272
      - 0.0
-   * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_constant_spectral.py` (``../examples/models/spectral/plot_constant_spectral.py``)
-     - 00:00.240
+   * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_logparabola_norm_spectral.py` (``../examples/models/spectral/plot_logparabola_norm_spectral.py``)
+     - 00:00.272
      - 0.0
-   * - :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_template.py` (``../examples/models/spatial/plot_template.py``)
-     - 00:00.227
+   * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_exp_cutoff_powerlaw_norm_spectral.py` (``../examples/models/spectral/plot_exp_cutoff_powerlaw_norm_spectral.py``)
+     - 00:00.260
      - 0.0
-   * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_piecewise_norm_spectral.py` (``../examples/models/spectral/plot_piecewise_norm_spectral.py``)
-     - 00:00.227
+   * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_constant_spectral.py` (``../examples/models/spectral/plot_constant_spectral.py``)
+     - 00:00.237
      - 0.0
-   * - :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_gen_gauss.py` (``../examples/models/spatial/plot_gen_gauss.py``)
+   * - :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_gauss.py` (``../examples/models/spatial/plot_gauss.py``)
+     - 00:00.236
+     - 0.0
+   * - :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_template.py` (``../examples/models/spatial/plot_template.py``)
      - 00:00.225
      - 0.0
-   * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_exp_cutoff_powerlaw_norm_spectral.py` (``../examples/models/spectral/plot_exp_cutoff_powerlaw_norm_spectral.py``)
+   * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_piecewise_norm_spectral.py` (``../examples/models/spectral/plot_piecewise_norm_spectral.py``)
      - 00:00.224
      - 0.0
-   * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_super_exp_cutoff_powerlaw_4fgl.py` (``../examples/models/spectral/plot_super_exp_cutoff_powerlaw_4fgl.py``)
-     - 00:00.223
-     - 0.0
-   * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_super_exp_cutoff_powerlaw_3fgl.py` (``../examples/models/spectral/plot_super_exp_cutoff_powerlaw_3fgl.py``)
+   * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_super_exp_cutoff_powerlaw_4fgl_dr1.py` (``../examples/models/spectral/plot_super_exp_cutoff_powerlaw_4fgl_dr1.py``)
      - 00:00.222
      - 0.0
-   * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_super_exp_cutoff_powerlaw_4fgl_dr1.py` (``../examples/models/spectral/plot_super_exp_cutoff_powerlaw_4fgl_dr1.py``)
+   * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_gauss_spectral.py` (``../examples/models/spectral/plot_gauss_spectral.py``)
      - 00:00.221
      - 0.0
-   * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_gauss_spectral.py` (``../examples/models/spectral/plot_gauss_spectral.py``)
-     - 00:00.219
+   * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_super_exp_cutoff_powerlaw_4fgl.py` (``../examples/models/spectral/plot_super_exp_cutoff_powerlaw_4fgl.py``)
+     - 00:00.221
      - 0.0
-   * - :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_gauss.py` (``../examples/models/spatial/plot_gauss.py``)
-     - 00:00.211
+   * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_super_exp_cutoff_powerlaw_3fgl.py` (``../examples/models/spectral/plot_super_exp_cutoff_powerlaw_3fgl.py``)
+     - 00:00.218
+     - 0.0
+   * - :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_gen_gauss.py` (``../examples/models/spatial/plot_gen_gauss.py``)
+     - 00:00.210
      - 0.0
    * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_exp_cutoff_powerlaw.py` (``../examples/models/spectral/plot_exp_cutoff_powerlaw.py``)
-     - 00:00.208
+     - 00:00.206
      - 0.0
    * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_logparabola.py` (``../examples/models/spectral/plot_logparabola.py``)
-     - 00:00.208
-     - 0.0
-   * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_template_spectral.py` (``../examples/models/spectral/plot_template_spectral.py``)
-     - 00:00.204
+     - 00:00.206
      - 0.0
    * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_exp_cutoff_powerlaw_3fgl.py` (``../examples/models/spectral/plot_exp_cutoff_powerlaw_3fgl.py``)
      - 00:00.204
      - 0.0
-   * - :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_point.py` (``../examples/models/spatial/plot_point.py``)
-     - 00:00.200
+   * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_template_spectral.py` (``../examples/models/spectral/plot_template_spectral.py``)
+     - 00:00.201
      - 0.0
    * - :ref:`sphx_glr_user-guide_model-gallery_temporal_plot_powerlaw_temporal.py` (``../examples/models/temporal/plot_powerlaw_temporal.py``)
-     - 00:00.194
+     - 00:00.195
      - 0.0
    * - :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_shell.py` (``../examples/models/spatial/plot_shell.py``)
-     - 00:00.184
+     - 00:00.182
      - 0.0
    * - :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_shell2.py` (``../examples/models/spatial/plot_shell2.py``)
-     - 00:00.175
+     - 00:00.176
      - 0.0
    * - :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_piecewise_norm_spatial.py` (``../examples/models/spatial/plot_piecewise_norm_spatial.py``)
-     - 00:00.143
+     - 00:00.152
      - 0.0
    * - :ref:`sphx_glr_user-guide_model-gallery_temporal_plot_template_phase_temporal.py` (``../examples/models/temporal/plot_template_phase_temporal.py``)
-     - 00:00.127
+     - 00:00.124
      - 0.0
    * - :ref:`sphx_glr_user-guide_model-gallery_temporal_plot_template_temporal.py` (``../examples/models/temporal/plot_template_temporal.py``)
-     - 00:00.122
+     - 00:00.120
      - 0.0
    * - :ref:`sphx_glr_user-guide_model-gallery_temporal_plot_generalized_gaussian_temporal.py` (``../examples/models/temporal/plot_generalized_gaussian_temporal.py``)
-     - 00:00.113
+     - 00:00.111
      - 0.0
    * - :ref:`sphx_glr_user-guide_model-gallery_temporal_plot_expdecay_temporal.py` (``../examples/models/temporal/plot_expdecay_temporal.py``)
-     - 00:00.110
+     - 00:00.109
      - 0.0
    * - :ref:`sphx_glr_user-guide_model-gallery_temporal_plot_gaussian_temporal.py` (``../examples/models/temporal/plot_gaussian_temporal.py``)
      - 00:00.109
      - 0.0
    * - :ref:`sphx_glr_user-guide_model-gallery_temporal_plot_sine_temporal.py` (``../examples/models/temporal/plot_sine_temporal.py``)
-     - 00:00.108
+     - 00:00.107
      - 0.0
    * - :ref:`sphx_glr_user-guide_model-gallery_temporal_plot_linear_temporal.py` (``../examples/models/temporal/plot_linear_temporal.py``)
-     - 00:00.104
+     - 00:00.105
      - 0.0
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 e6c9253a4cf..2d315847860 100644
--- a/docs/dev/_sources/tutorials/analysis-1d/cta_sensitivity.rst.txt
+++ b/docs/dev/_sources/tutorials/analysis-1d/cta_sensitivity.rst.txt
@@ -119,7 +119,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.3.dev925+ga5b9eb533 
+            version                : 1.3.dev927+gd546a9ebc 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -141,7 +141,7 @@ Check setup
             naima                  : 0.10.0     
             emcee                  : 3.1.6      
             corner                 : 2.2.2      
-            ray                    : 2.35.0     
+            ray                    : 2.36.0     
 
 
     Gammapy environment variables:
diff --git a/docs/dev/_sources/tutorials/analysis-1d/ebl.rst.txt b/docs/dev/_sources/tutorials/analysis-1d/ebl.rst.txt
index a8b01563583..330a2b41ffd 100644
--- a/docs/dev/_sources/tutorials/analysis-1d/ebl.rst.txt
+++ b/docs/dev/_sources/tutorials/analysis-1d/ebl.rst.txt
@@ -352,7 +352,7 @@ compound model.
 
     SkyModel
 
-      Name                      : XBTJ3rVD
+      Name                      : scZxdqJA
       Datasets names            : None
       Spectral model type       : CompoundSpectralModel
       Spatial  model type       : 
@@ -367,7 +367,7 @@ compound model.
 
     SkyModel
 
-      Name                      : a4e8u4SH
+      Name                      : j6vxirnR
       Datasets names            : None
       Spectral model type       : PowerLawSpectralModel
       Spatial  model type       : 
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 c741c0f844f..f697a4da1a0 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
@@ -164,7 +164,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.3.dev925+ga5b9eb533 
+            version                : 1.3.dev927+gd546a9ebc 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -186,7 +186,7 @@ Check setup
             naima                  : 0.10.0     
             emcee                  : 3.1.6      
             corner                 : 2.2.2      
-            ray                    : 2.35.0     
+            ray                    : 2.36.0     
 
 
     Gammapy environment variables:
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 f4ffcbce6e4..94fa3bc6f33 100644
--- a/docs/dev/_sources/tutorials/analysis-1d/sed_fitting.rst.txt
+++ b/docs/dev/_sources/tutorials/analysis-1d/sed_fitting.rst.txt
@@ -162,7 +162,7 @@ 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 d97aca65efc..3c4e12bb67d 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
@@ -6,7 +6,7 @@
 
 Computation times
 =================
-**01:21.608** total execution time for 8 files **from tutorials/analysis-1d**:
+**01:21.095** total execution time for 8 files **from tutorials/analysis-1d**:
 
 .. container::
 
@@ -33,26 +33,26 @@ Computation times
      - Time
      - Mem (MB)
    * - :ref:`sphx_glr_tutorials_analysis-1d_spectral_analysis.py` (``spectral_analysis.py``)
-     - 00:44.428
+     - 00:44.274
      - 0.0
    * - :ref:`sphx_glr_tutorials_analysis-1d_spectral_analysis_hli.py` (``spectral_analysis_hli.py``)
-     - 00:07.952
+     - 00:07.831
      - 0.0
    * - :ref:`sphx_glr_tutorials_analysis-1d_spectrum_simulation.py` (``spectrum_simulation.py``)
-     - 00:07.354
+     - 00:07.090
      - 0.0
    * - :ref:`sphx_glr_tutorials_analysis-1d_ebl.py` (``ebl.py``)
-     - 00:07.052
+     - 00:07.076
      - 0.0
    * - :ref:`sphx_glr_tutorials_analysis-1d_sed_fitting.py` (``sed_fitting.py``)
-     - 00:05.271
+     - 00:05.317
      - 0.0
    * - :ref:`sphx_glr_tutorials_analysis-1d_extended_source_spectral_analysis.py` (``extended_source_spectral_analysis.py``)
-     - 00:04.401
+     - 00:04.430
      - 0.0
    * - :ref:`sphx_glr_tutorials_analysis-1d_spectral_analysis_rad_max.py` (``spectral_analysis_rad_max.py``)
-     - 00:04.323
+     - 00:04.189
      - 0.0
    * - :ref:`sphx_glr_tutorials_analysis-1d_cta_sensitivity.py` (``cta_sensitivity.py``)
-     - 00:00.826
+     - 00:00.888
      - 0.0
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 fdda04382ff..83852ca65d3 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                : 1.3.dev925+ga5b9eb533 
+            version                : 1.3.dev927+gd546a9ebc 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -228,7 +228,7 @@ Check setup
             naima                  : 0.10.0     
             emcee                  : 3.1.6      
             corner                 : 2.2.2      
-            ray                    : 2.35.0     
+            ray                    : 2.36.0     
 
 
     Gammapy environment variables:
@@ -1218,7 +1218,7 @@ tutorial.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 44.428 seconds)
+   **Total running time of the script:** (0 minutes 44.274 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 13db0ca8086..ed2b2937403 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
@@ -150,7 +150,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.3.dev925+ga5b9eb533 
+            version                : 1.3.dev927+gd546a9ebc 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -172,7 +172,7 @@ Check setup
             naima                  : 0.10.0     
             emcee                  : 3.1.6      
             corner                 : 2.2.2      
-            ray                    : 2.35.0     
+            ray                    : 2.36.0     
 
 
     Gammapy environment variables:
@@ -350,8 +350,8 @@ Here is what the configuration for our analysis looks like:
             parameters:
                 selection_optional: all
         metadata:
-            creator: Gammapy 1.3.dev925+ga5b9eb533
-            date: '2024-09-11T14:33:51.135262'
+            creator: Gammapy 1.3.dev927+gd546a9ebc
+            date: '2024-09-17T09:59:13.937644'
             origin: null
     
 
@@ -571,8 +571,8 @@ One can export/import the `~gammapy.analysis.AnalysisConfig` to/from a YAML file
             parameters:
                 selection_optional: all
         metadata:
-            creator: Gammapy 1.3.dev925+ga5b9eb533
-            date: '2024-09-11T14:33:51.159294'
+            creator: Gammapy 1.3.dev927+gd546a9ebc
+            date: '2024-09-17T09:59:13.961715'
             origin: null
     
 
@@ -1107,8 +1107,8 @@ This is how we can write the model back to file again:
                 unit: TeV
     covariance: model-best-fit_covariance.dat
     metadata:
-        creator: Gammapy 1.3.dev925+ga5b9eb533
-        date: '2024-09-11T14:33:54.558031'
+        creator: Gammapy 1.3.dev927+gd546a9ebc
+        date: '2024-09-17T09:59:17.331703'
         origin: null
 
 
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 ed317700477..8efbcf3f5dc 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                : 1.3.dev925+ga5b9eb533 
+            version                : 1.3.dev927+gd546a9ebc 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -228,7 +228,7 @@ Check setup
             naima                  : 0.10.0     
             emcee                  : 3.1.6      
             corner                 : 2.2.2      
-            ray                    : 2.35.0     
+            ray                    : 2.36.0     
 
 
     Gammapy environment variables:
@@ -749,10 +749,10 @@ provide a good distribution of the background.
       result = super().__array_ufunc__(function, method, *arrays, **kwargs)
       model   type    name     value         unit      ... frozen is_norm link prior
     --------- ---- --------- ---------- -------------- ... ------ ------- ---- -----
-    simulated      amplitude 3.8874e-11 cm-2 s-1 TeV-1 ...  False    True           
+    simulated      amplitude 4.2132e-11 cm-2 s-1 TeV-1 ...  False    True           
     simulated      reference 1.0000e+00            TeV ...   True   False           
-    simulated          alpha 2.4710e+00                ...  False   False           
-    simulated           beta 1.1848e-01                ...  False   False           
+    simulated          alpha 2.4194e+00                ...  False   False           
+    simulated           beta 1.0182e-01                ...  False   False           
 
 
 
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 6266d2dc196..3ad034d84c9 100644
--- a/docs/dev/_sources/tutorials/analysis-1d/spectrum_simulation.rst.txt
+++ b/docs/dev/_sources/tutorials/analysis-1d/spectrum_simulation.rst.txt
@@ -142,7 +142,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.3.dev925+ga5b9eb533 
+            version                : 1.3.dev927+gd546a9ebc 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -164,7 +164,7 @@ Check setup
             naima                  : 0.10.0     
             emcee                  : 3.1.6      
             corner                 : 2.2.2      
-            ray                    : 2.35.0     
+            ray                    : 2.36.0     
 
 
     Gammapy environment variables:
@@ -411,14 +411,14 @@ dealing with simulations based on observations of real off counts.
     SpectrumDatasetOnOff
     --------------------
 
-      Name                            : fU3uvdFR 
+      Name                            : b3PdLXyq 
 
-      Total counts                    : 307 
+      Total counts                    : 274 
       Total background counts         : 24.60
-      Total excess counts             : 282.40
+      Total excess counts             : 249.40
 
-      Predicted counts                : 305.91
-      Predicted background counts     : 24.54
+      Predicted counts                : 305.45
+      Predicted background counts     : 24.08
       Predicted excess counts         : 281.37
 
       Exposure min                    : 2.53e+08 m2 s
@@ -428,7 +428,7 @@ 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)) : 11.70
+      Fit statistic value (-2 log(L)) : 15.29
 
       Number of models                : 1 
       Number of parameters            : 3
diff --git a/docs/dev/_sources/tutorials/analysis-2d/detect.rst.txt b/docs/dev/_sources/tutorials/analysis-2d/detect.rst.txt
index bc47758ea72..81bb11118e0 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                : 1.3.dev925+ga5b9eb533 
+            version                : 1.3.dev927+gd546a9ebc 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -146,7 +146,7 @@ Check setup
             naima                  : 0.10.0     
             emcee                  : 3.1.6      
             corner                 : 2.2.2      
-            ray                    : 2.35.0     
+            ray                    : 2.36.0     
 
 
     Gammapy environment variables:
@@ -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 20.784 seconds)
+   **Total running time of the script:** (0 minutes 20.229 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 9c6a57fcef9..e7037c4582a 100644
--- a/docs/dev/_sources/tutorials/analysis-2d/modeling_2D.rst.txt
+++ b/docs/dev/_sources/tutorials/analysis-2d/modeling_2D.rst.txt
@@ -124,7 +124,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.3.dev925+ga5b9eb533 
+            version                : 1.3.dev927+gd546a9ebc 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -146,7 +146,7 @@ Check setup
             naima                  : 0.10.0     
             emcee                  : 3.1.6      
             corner                 : 2.2.2      
-            ray                    : 2.35.0     
+            ray                    : 2.36.0     
 
 
     Gammapy environment variables:
@@ -342,8 +342,8 @@ analysis as *3D*, and define the geometry of the analysis.
             parameters:
                 selection_optional: all
         metadata:
-            creator: Gammapy 1.3.dev925+ga5b9eb533
-            date: '2024-09-11T14:34:32.521068'
+            creator: Gammapy 1.3.dev927+gd546a9ebc
+            date: '2024-09-17T09:59:54.121765'
             origin: null
     
 
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 9151f9f8598..18939805ab2 100644
--- a/docs/dev/_sources/tutorials/analysis-2d/ring_background.rst.txt
+++ b/docs/dev/_sources/tutorials/analysis-2d/ring_background.rst.txt
@@ -125,7 +125,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.3.dev925+ga5b9eb533 
+            version                : 1.3.dev927+gd546a9ebc 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -147,7 +147,7 @@ Check setup
             naima                  : 0.10.0     
             emcee                  : 3.1.6      
             corner                 : 2.2.2      
-            ray                    : 2.35.0     
+            ray                    : 2.36.0     
 
 
     Gammapy environment variables:
@@ -325,8 +325,8 @@ MSH 1552
             parameters:
                 selection_optional: all
         metadata:
-            creator: Gammapy 1.3.dev925+ga5b9eb533
-            date: '2024-09-11T14:34:38.449226'
+            creator: Gammapy 1.3.dev927+gd546a9ebc
+            date: '2024-09-17T09:59:59.844904'
             origin: null
     
 
@@ -476,8 +476,8 @@ create the config
             parameters:
                 selection_optional: all
         metadata:
-            creator: Gammapy 1.3.dev925+ga5b9eb533
-            date: '2024-09-11T14:34:38.505881'
+            creator: Gammapy 1.3.dev927+gd546a9ebc
+            date: '2024-09-17T09:59:59.901147'
             origin: null
     
 
@@ -776,7 +776,7 @@ to be a standard normal distribution.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 12.324 seconds)
+   **Total running time of the script:** (0 minutes 12.028 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 93c69d4464d..825e30fdbaa 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
@@ -6,7 +6,7 @@
 
 Computation times
 =================
-**00:38.864** total execution time for 3 files **from tutorials/analysis-2d**:
+**00:37.821** total execution time for 3 files **from tutorials/analysis-2d**:
 
 .. container::
 
@@ -33,11 +33,11 @@ Computation times
      - Time
      - Mem (MB)
    * - :ref:`sphx_glr_tutorials_analysis-2d_detect.py` (``detect.py``)
-     - 00:20.784
+     - 00:20.229
      - 0.0
    * - :ref:`sphx_glr_tutorials_analysis-2d_ring_background.py` (``ring_background.py``)
-     - 00:12.324
+     - 00:12.028
      - 0.0
    * - :ref:`sphx_glr_tutorials_analysis-2d_modeling_2D.py` (``modeling_2D.py``)
-     - 00:05.756
+     - 00:05.564
      - 0.0
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 617516a0109..db5f5476c65 100644
--- a/docs/dev/_sources/tutorials/analysis-3d/analysis_3d.rst.txt
+++ b/docs/dev/_sources/tutorials/analysis-3d/analysis_3d.rst.txt
@@ -96,7 +96,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.3.dev925+ga5b9eb533 
+            version                : 1.3.dev927+gd546a9ebc 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -118,7 +118,7 @@ Check setup
             naima                  : 0.10.0     
             emcee                  : 3.1.6      
             corner                 : 2.2.2      
-            ray                    : 2.35.0     
+            ray                    : 2.36.0     
 
 
     Gammapy environment variables:
@@ -295,8 +295,8 @@ the analysis, we will programmatically build a config file from scratch.
             parameters:
                 selection_optional: all
         metadata:
-            creator: Gammapy 1.3.dev925+ga5b9eb533
-            date: '2024-09-11T14:34:50.992572'
+            creator: Gammapy 1.3.dev927+gd546a9ebc
+            date: '2024-09-17T10:00:12.079415'
             origin: null
     
     AnalysisConfig
@@ -409,8 +409,8 @@ the analysis, we will programmatically build a config file from scratch.
             parameters:
                 selection_optional: all
         metadata:
-            creator: Gammapy 1.3.dev925+ga5b9eb533
-            date: '2024-09-11T14:34:51.000308'
+            creator: Gammapy 1.3.dev927+gd546a9ebc
+            date: '2024-09-17T10:00:12.087040'
             origin: null
     
 
@@ -1065,21 +1065,21 @@ Data reduction
     Dataset 0: 
 
       Type       : MapDataset
-      Name       : GxmNZhsc
+      Name       : odPyeAl4
       Instrument : CTA
       Models     : 
 
     Dataset 1: 
 
       Type       : MapDataset
-      Name       : QSE4G4kh
+      Name       : Fem8sP42
       Instrument : CTA
       Models     : 
 
     Dataset 2: 
 
       Type       : MapDataset
-      Name       : cOGWQZjx
+      Name       : Ojsii9Cy
       Instrument : CTA
       Models     : 
 
@@ -1112,7 +1112,7 @@ You can access each one by name or by index, eg:
     MapDataset
     ----------
 
-      Name                            : GxmNZhsc 
+      Name                            : odPyeAl4 
 
       Total counts                    : 40481 
       Total background counts         : 36014.51
@@ -1180,9 +1180,9 @@ map, omit the region argument.
       name   counts       excess       ... n_fit_bins stat_type stat_sum
                                        ...                              
     -------- ------ ------------------ ... ---------- --------- --------
-    GxmNZhsc  40481 4466.4930435940405 ...     693940      cash      nan
-    QSE4G4kh  40525  4510.505523195905 ...     693940      cash      nan
-    cOGWQZjx  40235  4220.480554966147 ...     693940      cash      nan
+    odPyeAl4  40481 4466.4930435940405 ...     693940      cash      nan
+    Fem8sP42  40525  4510.505523195905 ...     693940      cash      nan
+    Ojsii9Cy  40235  4220.480554966147 ...     693940      cash      nan
     Models
 
     Component 0: SkyModel
@@ -1203,8 +1203,8 @@ map, omit the region argument.
 
     Component 1: FoVBackgroundModel
 
-      Name                      : GxmNZhsc-bkg
-      Datasets names            : ['GxmNZhsc']
+      Name                      : odPyeAl4-bkg
+      Datasets names            : ['odPyeAl4']
       Spectral model type       : PowerLawNormSpectralModel
       Parameters:
         norm                          :      1.000   +/-    0.00             
@@ -1213,8 +1213,8 @@ map, omit the region argument.
 
     Component 2: FoVBackgroundModel
 
-      Name                      : QSE4G4kh-bkg
-      Datasets names            : ['QSE4G4kh']
+      Name                      : Fem8sP42-bkg
+      Datasets names            : ['Fem8sP42']
       Spectral model type       : PowerLawNormSpectralModel
       Parameters:
         norm                          :      1.000   +/-    0.00             
@@ -1223,8 +1223,8 @@ map, omit the region argument.
 
     Component 3: FoVBackgroundModel
 
-      Name                      : cOGWQZjx-bkg
-      Datasets names            : ['cOGWQZjx']
+      Name                      : Ojsii9Cy-bkg
+      Datasets names            : ['Ojsii9Cy']
       Spectral model type       : PowerLawNormSpectralModel
       Parameters:
         norm                          :      1.000   +/-    0.00             
@@ -1339,8 +1339,8 @@ Check best-fit parameters and error estimates:
 
     Component 1: FoVBackgroundModel
 
-      Name                      : GxmNZhsc-bkg
-      Datasets names            : ['GxmNZhsc']
+      Name                      : odPyeAl4-bkg
+      Datasets names            : ['odPyeAl4']
       Spectral model type       : PowerLawNormSpectralModel
       Parameters:
         norm                          :      1.118   +/-    0.01             
@@ -1349,8 +1349,8 @@ Check best-fit parameters and error estimates:
 
     Component 2: FoVBackgroundModel
 
-      Name                      : QSE4G4kh-bkg
-      Datasets names            : ['QSE4G4kh']
+      Name                      : Fem8sP42-bkg
+      Datasets names            : ['Fem8sP42']
       Spectral model type       : PowerLawNormSpectralModel
       Parameters:
         norm                          :      1.119   +/-    0.01             
@@ -1359,8 +1359,8 @@ Check best-fit parameters and error estimates:
 
     Component 3: FoVBackgroundModel
 
-      Name                      : cOGWQZjx-bkg
-      Datasets names            : ['cOGWQZjx']
+      Name                      : Ojsii9Cy-bkg
+      Datasets names            : ['Ojsii9Cy']
       Spectral model type       : PowerLawNormSpectralModel
       Parameters:
         norm                          :      1.111   +/-    0.01             
@@ -1489,7 +1489,7 @@ Exercises
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 38.194 seconds)
+   **Total running time of the script:** (0 minutes 37.197 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 47b61fedf78..08746449aa5 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                : 1.3.dev925+ga5b9eb533 
+            version                : 1.3.dev927+gd546a9ebc 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -145,7 +145,7 @@ Check setup
             naima                  : 0.10.0     
             emcee                  : 3.1.6      
             corner                 : 2.2.2      
-            ray                    : 2.35.0     
+            ray                    : 2.36.0     
 
 
     Gammapy environment variables:
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 4f41d4c4dff..e6345374699 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
@@ -118,7 +118,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.3.dev925+ga5b9eb533 
+            version                : 1.3.dev927+gd546a9ebc 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -140,7 +140,7 @@ Check setup
             naima                  : 0.10.0     
             emcee                  : 3.1.6      
             corner                 : 2.2.2      
-            ray                    : 2.35.0     
+            ray                    : 2.36.0     
 
 
     Gammapy environment variables:
@@ -818,7 +818,7 @@ 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

+    

@@ -912,7 +912,7 @@ What next?
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 17.303 seconds)
+   **Total running time of the script:** (0 minutes 16.994 seconds)
 
 
 .. _sphx_glr_download_tutorials_analysis-3d_cta_data_analysis.py:
diff --git a/docs/dev/_sources/tutorials/analysis-3d/energy_dependent_estimation.rst.txt b/docs/dev/_sources/tutorials/analysis-3d/energy_dependent_estimation.rst.txt
index 8959fa1f29e..884796dfe15 100644
--- a/docs/dev/_sources/tutorials/analysis-3d/energy_dependent_estimation.rst.txt
+++ b/docs/dev/_sources/tutorials/analysis-3d/energy_dependent_estimation.rst.txt
@@ -126,7 +126,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.3.dev925+ga5b9eb533 
+            version                : 1.3.dev927+gd546a9ebc 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -148,7 +148,7 @@ Check setup
             naima                  : 0.10.0     
             emcee                  : 3.1.6      
             corner                 : 2.2.2      
-            ray                    : 2.35.0     
+            ray                    : 2.36.0     
 
 
     Gammapy environment variables:
@@ -482,7 +482,7 @@ Plotting the results
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 20.261 seconds)
+   **Total running time of the script:** (0 minutes 19.556 seconds)
 
 
 .. _sphx_glr_download_tutorials_analysis-3d_energy_dependent_estimation.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 0e54e8495c9..8c72dfff1e8 100644
--- a/docs/dev/_sources/tutorials/analysis-3d/event_sampling.rst.txt
+++ b/docs/dev/_sources/tutorials/analysis-3d/event_sampling.rst.txt
@@ -174,7 +174,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.3.dev925+ga5b9eb533 
+            version                : 1.3.dev927+gd546a9ebc 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -196,7 +196,7 @@ Check setup
             naima                  : 0.10.0     
             emcee                  : 3.1.6      
             corner                 : 2.2.2      
-            ray                    : 2.35.0     
+            ray                    : 2.36.0     
 
 
     Gammapy environment variables:
@@ -1077,7 +1077,7 @@ Exercises
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 20.943 seconds)
+   **Total running time of the script:** (0 minutes 25.720 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 ff25c3045c3..dde1bcf9ed1 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                : 1.3.dev925+ga5b9eb533 
+            version                : 1.3.dev927+gd546a9ebc 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -147,7 +147,7 @@ Check setup
             naima                  : 0.10.0     
             emcee                  : 3.1.6      
             corner                 : 2.2.2      
-            ray                    : 2.35.0     
+            ray                    : 2.36.0     
 
 
     Gammapy environment variables:
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 35de427a9b2..4d89e442bdc 100644
--- a/docs/dev/_sources/tutorials/analysis-3d/flux_profiles.rst.txt
+++ b/docs/dev/_sources/tutorials/analysis-3d/flux_profiles.rst.txt
@@ -131,7 +131,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.3.dev925+ga5b9eb533 
+            version                : 1.3.dev927+gd546a9ebc 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -153,7 +153,7 @@ Check setup
             naima                  : 0.10.0     
             emcee                  : 3.1.6      
             corner                 : 2.2.2      
-            ray                    : 2.35.0     
+            ray                    : 2.36.0     
 
 
     Gammapy environment variables:
@@ -374,11 +374,11 @@ 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
-      norm                   : Parameter(name='norm', value=1.0, factor=1.0, scale=1.0, unit=Unit(dimensionless), min=nan, max=nan, frozen=False, prior=None, id=0x7fb707dbe7f0)
+      norm                   : Parameter(name='norm', value=1.0, factor=1.0, scale=1.0, unit=Unit(dimensionless), min=nan, max=nan, frozen=False, prior=None, id=0x7f3de49b0d30)
       null_value             : 0
       parallel_backend       : None
       reoptimize             : False
@@ -826,7 +826,7 @@ And now plot the points together with the likelihood profiles:
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 20.997 seconds)
+   **Total running time of the script:** (0 minutes 20.555 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 0ca86e93386..c8d799abd10 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
@@ -6,7 +6,7 @@
 
 Computation times
 =================
-**02:17.839** total execution time for 8 files **from tutorials/analysis-3d**:
+**02:19.590** total execution time for 8 files **from tutorials/analysis-3d**:
 
 .. container::
 
@@ -33,26 +33,26 @@ Computation times
      - Time
      - Mem (MB)
    * - :ref:`sphx_glr_tutorials_analysis-3d_analysis_3d.py` (``analysis_3d.py``)
-     - 00:38.194
-     - 0.0
-   * - :ref:`sphx_glr_tutorials_analysis-3d_flux_profiles.py` (``flux_profiles.py``)
-     - 00:20.997
+     - 00:37.197
      - 0.0
    * - :ref:`sphx_glr_tutorials_analysis-3d_event_sampling.py` (``event_sampling.py``)
-     - 00:20.943
+     - 00:25.720
+     - 0.0
+   * - :ref:`sphx_glr_tutorials_analysis-3d_flux_profiles.py` (``flux_profiles.py``)
+     - 00:20.555
      - 0.0
    * - :ref:`sphx_glr_tutorials_analysis-3d_energy_dependent_estimation.py` (``energy_dependent_estimation.py``)
-     - 00:20.261
+     - 00:19.556
      - 0.0
    * - :ref:`sphx_glr_tutorials_analysis-3d_cta_data_analysis.py` (``cta_data_analysis.py``)
-     - 00:17.303
+     - 00:16.994
      - 0.0
    * - :ref:`sphx_glr_tutorials_analysis-3d_simulate_3d.py` (``simulate_3d.py``)
-     - 00:10.198
+     - 00:09.789
      - 0.0
    * - :ref:`sphx_glr_tutorials_analysis-3d_analysis_mwl.py` (``analysis_mwl.py``)
-     - 00:06.819
+     - 00:06.677
      - 0.0
    * - :ref:`sphx_glr_tutorials_analysis-3d_event_sampling_nrg_depend_models.py` (``event_sampling_nrg_depend_models.py``)
-     - 00:03.124
+     - 00:03.102
      - 0.0
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 4791ab4b831..f73755d13d4 100644
--- a/docs/dev/_sources/tutorials/analysis-3d/simulate_3d.rst.txt
+++ b/docs/dev/_sources/tutorials/analysis-3d/simulate_3d.rst.txt
@@ -303,9 +303,9 @@ the `selection` of the maps that you want to produce
 
       Name                            : dataset-simu 
 
-      Total counts                    : 169825 
+      Total counts                    : 169288 
       Total background counts         : 161250.95
-      Total excess counts             : 8574.05
+      Total excess counts             : 8037.05
 
       Predicted counts                : 169871.64
       Predicted background counts     : 161250.95
@@ -318,7 +318,7 @@ 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)) : 564030.60
+      Fit statistic value (-2 log(L)) : 561109.77
 
       Number of models                : 2 
       Number of parameters            : 11
@@ -537,12 +537,12 @@ 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                         :      2.993   +/-    0.02             
+        amplitude                     :   1.01e-11   +/- 3.3e-13 1 / (cm2 s TeV)
         reference             (frozen):      1.000       TeV         
-        lon_0                         :      0.199   +/-    0.01 deg         
-        lat_0                         :      0.099   +/-    0.01 deg         
-        sigma                         :      0.303   +/-    0.00 deg         
+        lon_0                         :      0.196   +/-    0.01 deg         
+        lat_0                         :      0.090   +/-    0.01 deg         
+        sigma                         :      0.299   +/-    0.00 deg         
         e                     (frozen):      0.000                   
         phi                   (frozen):      0.000       deg         
 
@@ -572,12 +572,12 @@ Get the errors on the fitted parameters from the parameter table
 
     type    name     value         unit        error   ... frozen is_norm link prior
     ---- --------- ---------- -------------- --------- ... ------ ------- ---- -----
-             index 2.9660e+00                1.902e-02 ...  False   False           
-         amplitude 1.0615e-11 cm-2 s-1 TeV-1 3.343e-13 ...  False    True           
+             index 2.9932e+00                1.933e-02 ...  False   False           
+         amplitude 1.0132e-11 cm-2 s-1 TeV-1 3.285e-13 ...  False    True           
          reference 1.0000e+00            TeV 0.000e+00 ...   True   False           
-             lon_0 1.9867e-01            deg 5.914e-03 ...  False   False           
-             lat_0 9.8763e-02            deg 5.860e-03 ...  False   False           
-             sigma 3.0321e-01            deg 3.963e-03 ...  False   False           
+             lon_0 1.9637e-01            deg 5.795e-03 ...  False   False           
+             lat_0 8.9844e-02            deg 5.828e-03 ...  False   False           
+             sigma 2.9915e-01            deg 3.885e-03 ...  False   False           
                  e 0.0000e+00                0.000e+00 ...   True   False           
                phi 0.0000e+00            deg 0.000e+00 ...   True   False           
               norm 1.0000e+00                0.000e+00 ...   True    True           
@@ -588,11 +588,6 @@ Get the errors on the fitted parameters from the parameter table
 
 
 
-.. rst-class:: sphx-glr-timing
-
-   **Total running time of the script:** (0 minutes 10.198 seconds)
-
-
 .. _sphx_glr_download_tutorials_analysis-3d_simulate_3d.py:
 
 .. only:: html
diff --git a/docs/dev/_sources/tutorials/analysis-time/Variability_estimation.rst.txt b/docs/dev/_sources/tutorials/analysis-time/Variability_estimation.rst.txt
index 97f939e31ed..47f8274bf5a 100644
--- a/docs/dev/_sources/tutorials/analysis-time/Variability_estimation.rst.txt
+++ b/docs/dev/_sources/tutorials/analysis-time/Variability_estimation.rst.txt
@@ -438,7 +438,7 @@ with the original light curve start and end points.
  .. code-block:: none
 
 
-    
+    
 
 
 
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 0e548c2bc11..38cc1d160bf 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                : 1.3.dev925+ga5b9eb533 
+            version                : 1.3.dev927+gd546a9ebc 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -154,7 +154,7 @@ Check setup
             naima                  : 0.10.0     
             emcee                  : 3.1.6      
             corner                 : 2.2.2      
-            ray                    : 2.35.0     
+            ray                    : 2.36.0     
 
 
     Gammapy environment variables:
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 8c41574e03f..6d2cfa36bc4 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
@@ -149,7 +149,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.3.dev925+ga5b9eb533 
+            version                : 1.3.dev927+gd546a9ebc 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -171,7 +171,7 @@ Check setup
             naima                  : 0.10.0     
             emcee                  : 3.1.6      
             corner                 : 2.2.2      
-            ray                    : 2.35.0     
+            ray                    : 2.36.0     
 
 
     Gammapy environment variables:
@@ -626,7 +626,7 @@ Here, we rebin 4 adjacent bins together, to get 30 min bins
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 34.530 seconds)
+   **Total running time of the script:** (0 minutes 33.404 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 dd0cffb7588..a74f873088d 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
@@ -167,7 +167,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.3.dev925+ga5b9eb533 
+            version                : 1.3.dev927+gd546a9ebc 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -189,7 +189,7 @@ Check setup
             naima                  : 0.10.0     
             emcee                  : 3.1.6      
             corner                 : 2.2.2      
-            ray                    : 2.35.0     
+            ray                    : 2.36.0     
 
 
     Gammapy environment variables:
@@ -413,16 +413,16 @@ quick look into our datasets.
        name   counts       excess       ... n_fit_bins stat_type       stat_sum     
                                         ...                                         
     --------- ------ ------------------ ... ---------- --------- -------------------
-    dataset-0    833  812.6812310184489 ...          9      cash  -6718.050098709239
-    dataset-1    343 333.76419591747674 ...          9      cash -2184.5590008391105
-    dataset-2    304  294.3947637541758 ...          9      cash -1855.2808751637574
-    dataset-3    341  326.2227134679628 ...          9      cash  -2107.036606244301
-    dataset-4    182 167.22271346796282 ...          9      cash  -894.3457188874057
-    dataset-5    149 130.52839183495354 ...          9      cash  -701.6825166442637
-    dataset-6     38  23.22271346796283 ...          9      cash  -80.21939790057087
-    dataset-7     46  26.78952750835169 ...          9      cash -101.61124292106368
-    dataset-8     39 23.114416978060046 ...          9      cash  -87.18091900727816
-    dataset-9     39 21.636688324856333 ...          9      cash  -86.03808540138411
+    dataset-0    799  778.6812310184489 ...          9      cash  -6402.807824948511
+    dataset-1    360 350.76419591747674 ...          9      cash -2268.2226409128903
+    dataset-2    282  272.3947637541758 ...          9      cash -1626.7460927482546
+    dataset-3    318  303.2227134679628 ...          9      cash -1975.8120550711465
+    dataset-4    212 197.22271346796282 ...          9      cash   -1143.27137251304
+    dataset-5    184 165.52839183495354 ...          9      cash  -919.8513780210689
+    dataset-6     43  28.22271346796283 ...          9      cash -107.81626235955098
+    dataset-7     43  23.78952750835169 ...          9      cash -101.26491490077734
+    dataset-8     33 17.114416978060046 ...          9      cash  -43.39242830106559
+    dataset-9     32 14.636688324856333 ...          9      cash  -55.60699117197017
 
 
 
@@ -575,7 +575,7 @@ that ``t_ref`` should be fixed by default for the
       Number of fit bins              : 26 
 
       Fit statistic type              : chi2
-      Fit statistic value (-2 log(L)) : 1507.13
+      Fit statistic value (-2 log(L)) : 1500.73
 
       Number of models                : 1 
       Number of parameters            : 5
@@ -623,10 +623,10 @@ Fit the dataset
 
     type    name     value         unit        error   ... frozen is_norm link prior
     ---- --------- ---------- -------------- --------- ... ------ ------- ---- -----
-             index 3.0054e+00                2.839e-02 ...  False   False           
-         amplitude 1.0381e-11 cm-2 s-1 TeV-1 3.651e-13 ...  False    True           
+             index 2.9822e+00                2.783e-02 ...  False   False           
+         amplitude 9.7869e-12 cm-2 s-1 TeV-1 3.246e-13 ...  False    True           
          reference 1.0000e+00            TeV 0.000e+00 ...   True   False           
-                t0 5.5742e+00              h 2.155e-01 ...  False   False           
+                t0 6.1804e+00              h 2.241e-01 ...  False   False           
              t_ref 5.8909e+04              d 0.000e+00 ...   True   False           
 
 
@@ -739,10 +739,10 @@ Perform a joint fit
 
     type    name     value         unit        error   ... frozen is_norm link prior
     ---- --------- ---------- -------------- --------- ... ------ ------- ---- -----
-             index 2.9973e+00                3.180e-02 ...  False   False           
-         amplitude 1.0256e-11 cm-2 s-1 TeV-1 3.611e-13 ...  False    True           
+             index 2.9853e+00                3.156e-02 ...  False   False           
+         amplitude 9.9128e-12 cm-2 s-1 TeV-1 3.401e-13 ...  False    True           
          reference 1.0000e+00            TeV 0.000e+00 ...   True   False           
-                t0 5.8073e+00              h 2.071e-01 ...  False   False           
+                t0 6.1304e+00              h 2.087e-01 ...  False   False           
              t_ref 5.8909e+04              d 0.000e+00 ...   True   False           
 
 
@@ -768,7 +768,7 @@ Exercises
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 18.212 seconds)
+   **Total running time of the script:** (0 minutes 18.378 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 7a27015e5dc..50d4a706c9f 100644
--- a/docs/dev/_sources/tutorials/analysis-time/pulsar_analysis.rst.txt
+++ b/docs/dev/_sources/tutorials/analysis-time/pulsar_analysis.rst.txt
@@ -117,7 +117,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.3.dev925+ga5b9eb533 
+            version                : 1.3.dev927+gd546a9ebc 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -139,7 +139,7 @@ Check setup
             naima                  : 0.10.0     
             emcee                  : 3.1.6      
             corner                 : 2.2.2      
-            ray                    : 2.35.0     
+            ray                    : 2.36.0     
 
 
     Gammapy environment variables:
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 9968eae6036..727de196842 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
@@ -6,7 +6,7 @@
 
 Computation times
 =================
-**01:07.678** total execution time for 5 files **from tutorials/analysis-time**:
+**01:06.219** total execution time for 5 files **from tutorials/analysis-time**:
 
 .. container::
 
@@ -33,17 +33,17 @@ Computation times
      - Time
      - Mem (MB)
    * - :ref:`sphx_glr_tutorials_analysis-time_light_curve_flare.py` (``light_curve_flare.py``)
-     - 00:34.530
+     - 00:33.404
      - 0.0
    * - :ref:`sphx_glr_tutorials_analysis-time_light_curve_simulation.py` (``light_curve_simulation.py``)
-     - 00:18.212
+     - 00:18.378
      - 0.0
    * - :ref:`sphx_glr_tutorials_analysis-time_light_curve.py` (``light_curve.py``)
-     - 00:07.696
+     - 00:07.506
      - 0.0
    * - :ref:`sphx_glr_tutorials_analysis-time_pulsar_analysis.py` (``pulsar_analysis.py``)
-     - 00:06.578
+     - 00:06.282
      - 0.0
    * - :ref:`sphx_glr_tutorials_analysis-time_Variability_estimation.py` (``Variability_estimation.py``)
-     - 00:00.661
+     - 00:00.650
      - 0.0
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 2cbe61f22c8..a02b7ec1785 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                : 1.3.dev925+ga5b9eb533 
+            version                : 1.3.dev927+gd546a9ebc 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -128,7 +128,7 @@ Check setup
             naima                  : 0.10.0     
             emcee                  : 3.1.6      
             corner                 : 2.2.2      
-            ray                    : 2.35.0     
+            ray                    : 2.36.0     
 
 
     Gammapy environment variables:
@@ -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 28.326 seconds)
+   **Total running time of the script:** (0 minutes 28.130 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 0944f6cb476..75292361cf1 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                : 1.3.dev925+ga5b9eb533 
+            version                : 1.3.dev927+gd546a9ebc 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -140,7 +140,7 @@ Check setup
             naima                  : 0.10.0     
             emcee                  : 3.1.6      
             corner                 : 2.2.2      
-            ray                    : 2.35.0     
+            ray                    : 2.36.0     
 
 
     Gammapy environment variables:
diff --git a/docs/dev/_sources/tutorials/api/datasets.rst.txt b/docs/dev/_sources/tutorials/api/datasets.rst.txt
index de0796548bd..7f7f877bffc 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                : 1.3.dev925+ga5b9eb533 
+            version                : 1.3.dev927+gd546a9ebc 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -125,7 +125,7 @@ Check setup
             naima                  : 0.10.0     
             emcee                  : 3.1.6      
             corner                 : 2.2.2      
-            ray                    : 2.35.0     
+            ray                    : 2.36.0     
 
 
     Gammapy environment variables:
@@ -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': }
 
 
 
@@ -1883,7 +1883,7 @@ Or slice all datasets by a given energy range:
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 14.899 seconds)
+   **Total running time of the script:** (0 minutes 14.783 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 c330afaef25..be8527ff972 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                : 1.3.dev925+ga5b9eb533 
+            version                : 1.3.dev927+gd546a9ebc 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -129,7 +129,7 @@ Check setup
             naima                  : 0.10.0     
             emcee                  : 3.1.6      
             corner                 : 2.2.2      
-            ray                    : 2.35.0     
+            ray                    : 2.36.0     
 
 
     Gammapy environment variables:
@@ -1119,7 +1119,7 @@ in.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 11.587 seconds)
+   **Total running time of the script:** (0 minutes 11.443 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 5771b7f644d..1f937392e77 100644
--- a/docs/dev/_sources/tutorials/api/makers.rst.txt
+++ b/docs/dev/_sources/tutorials/api/makers.rst.txt
@@ -98,7 +98,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.3.dev925+ga5b9eb533 
+            version                : 1.3.dev927+gd546a9ebc 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -120,7 +120,7 @@ Check setup
             naima                  : 0.10.0     
             emcee                  : 3.1.6      
             corner                 : 2.2.2      
-            ray                    : 2.35.0     
+            ray                    : 2.36.0     
 
 
     Gammapy environment variables:
@@ -174,7 +174,7 @@ object. This is illustrated in the following example:
     MapDataset
     ----------
 
-      Name                            : 1GUFCQOL 
+      Name                            : vy4UsL5R 
 
       Total counts                    : 0 
       Total background counts         : 0.00
@@ -345,7 +345,7 @@ observational data using the `~gammapy.makers.MapDatasetMaker`:
     MapDataset
     ----------
 
-      Name                            : DAcc_JaI 
+      Name                            : Th5C9EB2 
 
       Total counts                    : 2016 
       Total background counts         : 1866.72
@@ -597,7 +597,7 @@ dataset per observation is stacked into a larger map.
     MapDataset
     ----------
 
-      Name                            : ZkiOSn-U 
+      Name                            : K2wK1KGQ 
 
       Total counts                    : 7972 
       Total background counts         : 7555.42
@@ -672,30 +672,30 @@ allow to use multiple processes on run.
     Dataset 0: 
 
       Type       : MapDataset
-      Name       : knlgBY8-
+      Name       : yFE0K0Dx
       Instrument : HESS
-      Models     : ['knlgBY8--bkg']
+      Models     : ['yFE0K0Dx-bkg']
 
     Dataset 1: 
 
       Type       : MapDataset
-      Name       : rPElVP6o
+      Name       : gIVPdPz_
       Instrument : HESS
-      Models     : ['rPElVP6o-bkg']
+      Models     : ['gIVPdPz_-bkg']
 
     Dataset 2: 
 
       Type       : MapDataset
-      Name       : Acf3OOr7
+      Name       : bxJbe5NC
       Instrument : HESS
-      Models     : ['Acf3OOr7-bkg']
+      Models     : ['bxJbe5NC-bkg']
 
     Dataset 3: 
 
       Type       : MapDataset
-      Name       : JIsR9bzi
+      Name       : OUa25m_Y
       Instrument : HESS
-      Models     : ['JIsR9bzi-bkg']
+      Models     : ['OUa25m_Y-bkg']
 
 
 
@@ -957,7 +957,7 @@ use `get_by_coord`
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 15.082 seconds)
+   **Total running time of the script:** (0 minutes 14.925 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 6b95c7ea368..17760aac1bc 100644
--- a/docs/dev/_sources/tutorials/api/maps.rst.txt
+++ b/docs/dev/_sources/tutorials/api/maps.rst.txt
@@ -130,7 +130,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.3.dev925+ga5b9eb533 
+            version                : 1.3.dev927+gd546a9ebc 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -152,7 +152,7 @@ Check setup
             naima                  : 0.10.0     
             emcee                  : 3.1.6      
             corner                 : 2.2.2      
-            ray                    : 2.35.0     
+            ray                    : 2.36.0     
 
 
     Gammapy environment variables:
diff --git a/docs/dev/_sources/tutorials/api/mask_maps.rst.txt b/docs/dev/_sources/tutorials/api/mask_maps.rst.txt
index d3b760a5e4e..d9add914741 100644
--- a/docs/dev/_sources/tutorials/api/mask_maps.rst.txt
+++ b/docs/dev/_sources/tutorials/api/mask_maps.rst.txt
@@ -163,7 +163,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.3.dev925+ga5b9eb533 
+            version                : 1.3.dev927+gd546a9ebc 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -185,7 +185,7 @@ Check setup
             naima                  : 0.10.0     
             emcee                  : 3.1.6      
             corner                 : 2.2.2      
-            ray                    : 2.35.0     
+            ray                    : 2.36.0     
 
 
     Gammapy environment variables:
diff --git a/docs/dev/_sources/tutorials/api/model_management.rst.txt b/docs/dev/_sources/tutorials/api/model_management.rst.txt
index e7dab3133ad..bdb89d9caa2 100644
--- a/docs/dev/_sources/tutorials/api/model_management.rst.txt
+++ b/docs/dev/_sources/tutorials/api/model_management.rst.txt
@@ -136,7 +136,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.3.dev925+ga5b9eb533 
+            version                : 1.3.dev927+gd546a9ebc 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -158,7 +158,7 @@ Check setup
             naima                  : 0.10.0     
             emcee                  : 3.1.6      
             corner                 : 2.2.2      
-            ray                    : 2.35.0     
+            ray                    : 2.36.0     
 
 
     Gammapy environment variables:
@@ -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 10.446 seconds)
+   **Total running time of the script:** (0 minutes 10.294 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 a0617c3cfd3..9d30a4cedc4 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                : 1.3.dev925+ga5b9eb533 
+            version                : 1.3.dev927+gd546a9ebc 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -117,7 +117,7 @@ Check setup
             naima                  : 0.10.0     
             emcee                  : 3.1.6      
             corner                 : 2.2.2      
-            ray                    : 2.35.0     
+            ray                    : 2.36.0     
 
 
     Gammapy environment variables:
@@ -1198,7 +1198,7 @@ generated:
 
  .. code-block:: none
 
-    -04p7UB6
+    F3OfMvvv
 
 
 
@@ -1392,7 +1392,7 @@ existing FITS file:
 
     SkyModel
 
-      Name                      : 2WRdag6A
+      Name                      : ReAGI1eu
       Datasets names            : None
       Spectral model type       : PowerLawNormSpectralModel
       Spatial  model type       : TemplateSpatialModel
@@ -1530,7 +1530,7 @@ multiple model components, Gammapy has a `~gammapy.modeling.models.Models` class
 
     Component 1: SkyModel
 
-      Name                      : 2WRdag6A
+      Name                      : ReAGI1eu
       Datasets names            : None
       Spectral model type       : PowerLawNormSpectralModel
       Spatial  model type       : TemplateSpatialModel
@@ -1616,7 +1616,7 @@ To see which models are available you can use the ``.names`` attribute:
 
  .. code-block:: none
 
-    ['my-source', '2WRdag6A']
+    ['my-source', 'ReAGI1eu']
 
 
 
@@ -1717,7 +1717,7 @@ format:
                 value: 2.0
                 unit: d
             scale: utc
-    -   name: 2WRdag6A
+    -   name: ReAGI1eu
         type: SkyModel
         spectral:
             type: PowerLawNormSpectralModel
@@ -1786,8 +1786,8 @@ format:
                 unit: d
             scale: utc
     metadata:
-        creator: Gammapy 1.3.dev925+ga5b9eb533
-        date: '2024-09-11T14:39:58.746153'
+        creator: Gammapy 1.3.dev927+gd546a9ebc
+        date: '2024-09-17T10:05:18.290903'
         origin: null
 
 
@@ -1864,8 +1864,8 @@ 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=0x7fb7197245b0)
-    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=0x7fb7197245b0)
+    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=0x7f3de79aaf70)
+    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=0x7f3de79aaf70)
 
 
 
@@ -1904,7 +1904,7 @@ In the YAML files the shared parameter is flagged by the additional
                 value: 2.3
                 min: 1.0
                 max: 5.0
-                link: index@O1WS2cYI
+                link: index@Vlr6pzeO
             -   name: amplitude
                 value: 2.7e-12
                 unit: cm-2 s-1 TeV-1
@@ -1920,7 +1920,7 @@ In the YAML files the shared parameter is flagged by the additional
                 value: 2.3
                 min: 1.0
                 max: 5.0
-                link: index@O1WS2cYI
+                link: index@Vlr6pzeO
             -   name: amplitude
                 value: 1.0e-12
                 unit: cm-2 s-1 TeV-1
@@ -1928,8 +1928,8 @@ In the YAML files the shared parameter is flagged by the additional
                 value: 1.0
                 unit: TeV
     metadata:
-        creator: Gammapy 1.3.dev925+ga5b9eb533
-        date: '2024-09-11T14:39:58.935474'
+        creator: Gammapy 1.3.dev927+gd546a9ebc
+        date: '2024-09-17T10:05:18.474740'
         origin: null
 
 
diff --git a/docs/dev/_sources/tutorials/api/observation_clustering.rst.txt b/docs/dev/_sources/tutorials/api/observation_clustering.rst.txt
index a66c20b23e2..7f3526f843c 100644
--- a/docs/dev/_sources/tutorials/api/observation_clustering.rst.txt
+++ b/docs/dev/_sources/tutorials/api/observation_clustering.rst.txt
@@ -201,7 +201,7 @@ be adjusted according to each specific science case.
 
  .. code-block:: none
 
-    {'group_high_zenith': , 'group_low_zenith': }
+    {'group_high_zenith': , 'group_low_zenith': }
 
 
 
@@ -481,7 +481,7 @@ Finally, ``observations.group_by_label`` creates a dictionary containing ``t``
 
  .. code-block:: none
 
-    {'group_1': , 'group_2': }
+    {'group_1': , 'group_2': }
 
 
 
diff --git a/docs/dev/_sources/tutorials/api/priors.rst.txt b/docs/dev/_sources/tutorials/api/priors.rst.txt
index 662520a0eaa..61ebc997e63 100644
--- a/docs/dev/_sources/tutorials/api/priors.rst.txt
+++ b/docs/dev/_sources/tutorials/api/priors.rst.txt
@@ -135,7 +135,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.3.dev925+ga5b9eb533 
+            version                : 1.3.dev927+gd546a9ebc 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -157,7 +157,7 @@ Check setup
             naima                  : 0.10.0     
             emcee                  : 3.1.6      
             corner                 : 2.2.2      
-            ray                    : 2.35.0     
+            ray                    : 2.36.0     
 
 
     Gammapy environment variables:
@@ -724,14 +724,14 @@ The only parameter is ``sigma`` and the evaluation method return the squared inv
 
     {'spectral': {'type': 'PowerLawSpectralModel', 'parameters': [{'name': 'index', 'value': 2.0, 'prior': {'type': 'MyCustomPrior', 'parameters': [{'name': 'sigma', 'value': 0.5, 'unit': ''}], 'weight': 1}}, {'name': 'amplitude', 'value': 1e-12, 'unit': 'cm-2 s-1 TeV-1'}, {'name': 'reference', 'value': 1.0, 'unit': 'TeV'}]}}
 
-    [<__main__.MyCustomPrior object at 0x7fb719d9f0a0>, None, None]
+    [<__main__.MyCustomPrior object at 0x7f3de7d1a490>, None, None]
 
 
 
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (1 minutes 18.322 seconds)
+   **Total running time of the script:** (1 minutes 22.442 seconds)
 
 
 .. _sphx_glr_download_tutorials_api_priors.py:
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 a23fe859d18..8798e2dfd73 100644
--- a/docs/dev/_sources/tutorials/api/sg_execution_times.rst.txt
+++ b/docs/dev/_sources/tutorials/api/sg_execution_times.rst.txt
@@ -6,7 +6,7 @@
 
 Computation times
 =================
-**03:01.065** total execution time for 12 files **from tutorials/api**:
+**03:03.591** total execution time for 12 files **from tutorials/api**:
 
 .. container::
 
@@ -33,38 +33,38 @@ Computation times
      - Time
      - Mem (MB)
    * - :ref:`sphx_glr_tutorials_api_priors.py` (``priors.py``)
-     - 01:18.322
+     - 01:22.442
      - 0.0
    * - :ref:`sphx_glr_tutorials_api_astro_dark_matter.py` (``astro_dark_matter.py``)
-     - 00:28.326
+     - 00:28.130
      - 0.0
    * - :ref:`sphx_glr_tutorials_api_makers.py` (``makers.py``)
-     - 00:15.082
+     - 00:14.925
      - 0.0
    * - :ref:`sphx_glr_tutorials_api_datasets.py` (``datasets.py``)
-     - 00:14.899
+     - 00:14.783
      - 0.0
    * - :ref:`sphx_glr_tutorials_api_fitting.py` (``fitting.py``)
-     - 00:11.587
+     - 00:11.443
      - 0.0
    * - :ref:`sphx_glr_tutorials_api_model_management.py` (``model_management.py``)
-     - 00:10.446
+     - 00:10.294
      - 0.0
    * - :ref:`sphx_glr_tutorials_api_catalog.py` (``catalog.py``)
-     - 00:06.151
+     - 00:06.088
      - 0.0
    * - :ref:`sphx_glr_tutorials_api_observation_clustering.py` (``observation_clustering.py``)
-     - 00:04.089
+     - 00:03.917
      - 0.0
    * - :ref:`sphx_glr_tutorials_api_irfs.py` (``irfs.py``)
-     - 00:03.887
+     - 00:03.815
      - 0.0
    * - :ref:`sphx_glr_tutorials_api_models.py` (``models.py``)
-     - 00:03.193
+     - 00:03.142
      - 0.0
    * - :ref:`sphx_glr_tutorials_api_maps.py` (``maps.py``)
-     - 00:02.739
+     - 00:02.394
      - 0.0
    * - :ref:`sphx_glr_tutorials_api_mask_maps.py` (``mask_maps.py``)
-     - 00:02.344
+     - 00:02.220
      - 0.0
diff --git a/docs/dev/_sources/tutorials/data/cta.rst.txt b/docs/dev/_sources/tutorials/data/cta.rst.txt
index bef043a2fdf..1851d1f97fe 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                : 1.3.dev925+ga5b9eb533 
+            version                : 1.3.dev927+gd546a9ebc 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -153,7 +153,7 @@ Check setup
             naima                  : 0.10.0     
             emcee                  : 3.1.6      
             corner                 : 2.2.2      
-            ray                    : 2.35.0     
+            ray                    : 2.36.0     
 
 
     Gammapy environment variables:
@@ -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 d345cf04e06..011cd8c12b1 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                : 1.3.dev925+ga5b9eb533 
+            version                : 1.3.dev927+gd546a9ebc 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -162,7 +162,7 @@ Check setup
             naima                  : 0.10.0     
             emcee                  : 3.1.6      
             corner                 : 2.2.2      
-            ray                    : 2.35.0     
+            ray                    : 2.36.0     
 
 
     Gammapy environment variables:
diff --git a/docs/dev/_sources/tutorials/data/hawc.rst.txt b/docs/dev/_sources/tutorials/data/hawc.rst.txt
index ad39f68d5e6..65487806b47 100644
--- a/docs/dev/_sources/tutorials/data/hawc.rst.txt
+++ b/docs/dev/_sources/tutorials/data/hawc.rst.txt
@@ -108,7 +108,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.3.dev925+ga5b9eb533 
+            version                : 1.3.dev927+gd546a9ebc 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -130,7 +130,7 @@ Check setup
             naima                  : 0.10.0     
             emcee                  : 3.1.6      
             corner                 : 2.2.2      
-            ray                    : 2.35.0     
+            ray                    : 2.36.0     
 
 
     Gammapy environment variables:
diff --git a/docs/dev/_sources/tutorials/data/hess.rst.txt b/docs/dev/_sources/tutorials/data/hess.rst.txt
index c30e10904f9..ff598040ee0 100644
--- a/docs/dev/_sources/tutorials/data/hess.rst.txt
+++ b/docs/dev/_sources/tutorials/data/hess.rst.txt
@@ -111,7 +111,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.3.dev925+ga5b9eb533 
+            version                : 1.3.dev927+gd546a9ebc 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -133,7 +133,7 @@ Check setup
             naima                  : 0.10.0     
             emcee                  : 3.1.6      
             corner                 : 2.2.2      
-            ray                    : 2.35.0     
+            ray                    : 2.36.0     
 
 
     Gammapy environment variables:
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 bcf04e93b59..93d8bf3ee7f 100644
--- a/docs/dev/_sources/tutorials/data/sg_execution_times.rst.txt
+++ b/docs/dev/_sources/tutorials/data/sg_execution_times.rst.txt
@@ -6,7 +6,7 @@
 
 Computation times
 =================
-**00:22.037** total execution time for 4 files **from tutorials/data**:
+**00:22.878** total execution time for 4 files **from tutorials/data**:
 
 .. container::
 
@@ -33,14 +33,14 @@ Computation times
      - Time
      - Mem (MB)
    * - :ref:`sphx_glr_tutorials_data_hawc.py` (``hawc.py``)
-     - 00:06.815
+     - 00:07.153
      - 0.0
    * - :ref:`sphx_glr_tutorials_data_fermi_lat.py` (``fermi_lat.py``)
-     - 00:06.257
+     - 00:06.584
      - 0.0
    * - :ref:`sphx_glr_tutorials_data_cta.py` (``cta.py``)
-     - 00:05.632
+     - 00:05.556
      - 0.0
    * - :ref:`sphx_glr_tutorials_data_hess.py` (``hess.py``)
-     - 00:03.333
+     - 00:03.585
      - 0.0
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 193d5584605..7aab676ac9d 100644
--- a/docs/dev/_sources/tutorials/scripts/sg_execution_times.rst.txt
+++ b/docs/dev/_sources/tutorials/scripts/sg_execution_times.rst.txt
@@ -6,7 +6,7 @@
 
 Computation times
 =================
-**00:02.553** total execution time for 1 file **from tutorials/scripts**:
+**00:02.496** total execution time for 1 file **from tutorials/scripts**:
 
 .. container::
 
@@ -33,5 +33,5 @@ Computation times
      - Time
      - Mem (MB)
    * - :ref:`sphx_glr_tutorials_scripts_survey_map.py` (``survey_map.py``)
-     - 00:02.553
+     - 00:02.496
      - 0.0
diff --git a/docs/dev/_sources/tutorials/starting/analysis_1.rst.txt b/docs/dev/_sources/tutorials/starting/analysis_1.rst.txt
index 9d7eb25733e..c6ceb9c0a4f 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                : 1.3.dev925+ga5b9eb533 
+            version                : 1.3.dev927+gd546a9ebc 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -160,7 +160,7 @@ Check setup
             naima                  : 0.10.0     
             emcee                  : 3.1.6      
             corner                 : 2.2.2      
-            ray                    : 2.35.0     
+            ray                    : 2.36.0     
 
 
     Gammapy environment variables:
@@ -310,8 +310,8 @@ Here is what the configuration for our analysis looks like:
             parameters:
                 selection_optional: all
         metadata:
-            creator: Gammapy 1.3.dev925+ga5b9eb533
-            date: '2024-09-11T14:32:00.371132'
+            creator: Gammapy 1.3.dev927+gd546a9ebc
+            date: '2024-09-17T09:57:22.585790'
             origin: null
     
 
@@ -628,8 +628,8 @@ One can export/import the `~gammapy.modeling.AnalysisConfig` to/from a YAML file
             parameters:
                 selection_optional: all
         metadata:
-            creator: Gammapy 1.3.dev925+ga5b9eb533
-            date: '2024-09-11T14:32:00.398163'
+            creator: Gammapy 1.3.dev927+gd546a9ebc
+            date: '2024-09-17T09:57:22.614017'
             origin: null
     
 
@@ -1183,8 +1183,8 @@ This is how we can write the model back to file again:
                 unit: TeV
     covariance: model-best-fit_covariance.dat
     metadata:
-        creator: Gammapy 1.3.dev925+ga5b9eb533
-        date: '2024-09-11T14:32:09.279837'
+        creator: Gammapy 1.3.dev927+gd546a9ebc
+        date: '2024-09-17T09:57:31.465979'
         origin: null
 
 
@@ -1337,7 +1337,7 @@ 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 15.127 seconds)
+   **Total running time of the script:** (0 minutes 15.402 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 3440c3ad9ea..7deabace339 100644
--- a/docs/dev/_sources/tutorials/starting/analysis_2.rst.txt
+++ b/docs/dev/_sources/tutorials/starting/analysis_2.rst.txt
@@ -154,7 +154,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.3.dev925+ga5b9eb533 
+            version                : 1.3.dev927+gd546a9ebc 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -176,7 +176,7 @@ Check setup
             naima                  : 0.10.0     
             emcee                  : 3.1.6      
             corner                 : 2.2.2      
-            ray                    : 2.35.0     
+            ray                    : 2.36.0     
 
 
     Gammapy environment variables:
diff --git a/docs/dev/_sources/tutorials/starting/overview.rst.txt b/docs/dev/_sources/tutorials/starting/overview.rst.txt
index af301b674a0..c7337fa691e 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                : 1.3.dev925+ga5b9eb533 
+            version                : 1.3.dev927+gd546a9ebc 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -159,7 +159,7 @@ Check setup
             naima                  : 0.10.0     
             emcee                  : 3.1.6      
             corner                 : 2.2.2      
-            ray                    : 2.35.0     
+            ray                    : 2.36.0     
 
 
     Gammapy environment variables:
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 bc067417027..58004b24c5b 100644
--- a/docs/dev/_sources/tutorials/starting/sg_execution_times.rst.txt
+++ b/docs/dev/_sources/tutorials/starting/sg_execution_times.rst.txt
@@ -6,7 +6,7 @@
 
 Computation times
 =================
-**00:24.217** total execution time for 3 files **from tutorials/starting**:
+**00:24.444** total execution time for 3 files **from tutorials/starting**:
 
 .. container::
 
@@ -33,11 +33,11 @@ Computation times
      - Time
      - Mem (MB)
    * - :ref:`sphx_glr_tutorials_starting_analysis_1.py` (``analysis_1.py``)
-     - 00:15.127
+     - 00:15.402
      - 0.0
    * - :ref:`sphx_glr_tutorials_starting_analysis_2.py` (``analysis_2.py``)
-     - 00:07.726
+     - 00:07.684
      - 0.0
    * - :ref:`sphx_glr_tutorials_starting_overview.py` (``overview.py``)
-     - 00:01.365
+     - 00:01.359
      - 0.0
diff --git a/docs/dev/_sources/user-guide/model-gallery/spatial/plot_constant.rst.txt b/docs/dev/_sources/user-guide/model-gallery/spatial/plot_constant.rst.txt
index c8e97520734..736f5230346 100644
--- a/docs/dev/_sources/user-guide/model-gallery/spatial/plot_constant.rst.txt
+++ b/docs/dev/_sources/user-guide/model-gallery/spatial/plot_constant.rst.txt
@@ -110,8 +110,8 @@ Here is an example YAML file using the model:
             type: ConstantSpatialModel
             parameters: []
     metadata:
-        creator: Gammapy 1.3.dev925+ga5b9eb533
-        date: '2024-09-11T14:31:46.162033'
+        creator: Gammapy 1.3.dev927+gd546a9ebc
+        date: '2024-09-17T09:57:07.842977'
         origin: null
 
 
diff --git a/docs/dev/_sources/user-guide/model-gallery/spatial/plot_disk.rst.txt b/docs/dev/_sources/user-guide/model-gallery/spatial/plot_disk.rst.txt
index 45fedcef839..2a103ca7843 100644
--- a/docs/dev/_sources/user-guide/model-gallery/spatial/plot_disk.rst.txt
+++ b/docs/dev/_sources/user-guide/model-gallery/spatial/plot_disk.rst.txt
@@ -232,8 +232,8 @@ Here is an example YAML file using the model:
             -   name: edge_width
                 value: 0.01
     metadata:
-        creator: Gammapy 1.3.dev925+ga5b9eb533
-        date: '2024-09-11T14:31:46.596578'
+        creator: Gammapy 1.3.dev927+gd546a9ebc
+        date: '2024-09-17T09:57:08.266633'
         origin: null
 
 
diff --git a/docs/dev/_sources/user-guide/model-gallery/spatial/plot_gauss.rst.txt b/docs/dev/_sources/user-guide/model-gallery/spatial/plot_gauss.rst.txt
index b0a799840d0..ea665d92c52 100644
--- a/docs/dev/_sources/user-guide/model-gallery/spatial/plot_gauss.rst.txt
+++ b/docs/dev/_sources/user-guide/model-gallery/spatial/plot_gauss.rst.txt
@@ -190,8 +190,8 @@ Here is an example YAML file using the model:
                 value: 0.0
                 unit: deg
     metadata:
-        creator: Gammapy 1.3.dev925+ga5b9eb533
-        date: '2024-09-11T14:31:46.921542'
+        creator: Gammapy 1.3.dev927+gd546a9ebc
+        date: '2024-09-17T09:57:08.614881'
         origin: null
 
 
diff --git a/docs/dev/_sources/user-guide/model-gallery/spatial/plot_gen_gauss.rst.txt b/docs/dev/_sources/user-guide/model-gallery/spatial/plot_gen_gauss.rst.txt
index bbc2eebec19..91bd4f299fa 100644
--- a/docs/dev/_sources/user-guide/model-gallery/spatial/plot_gen_gauss.rst.txt
+++ b/docs/dev/_sources/user-guide/model-gallery/spatial/plot_gen_gauss.rst.txt
@@ -182,8 +182,8 @@ Here is an example YAML file using the model:
                 value: 0.0
                 unit: deg
     metadata:
-        creator: Gammapy 1.3.dev925+ga5b9eb533
-        date: '2024-09-11T14:31:47.267896'
+        creator: Gammapy 1.3.dev927+gd546a9ebc
+        date: '2024-09-17T09:57:08.933930'
         origin: null
 
 
diff --git a/docs/dev/_sources/user-guide/model-gallery/spatial/plot_piecewise_norm_spatial.rst.txt b/docs/dev/_sources/user-guide/model-gallery/spatial/plot_piecewise_norm_spatial.rst.txt
index 381bd258cda..b4b99259556 100644
--- a/docs/dev/_sources/user-guide/model-gallery/spatial/plot_piecewise_norm_spatial.rst.txt
+++ b/docs/dev/_sources/user-guide/model-gallery/spatial/plot_piecewise_norm_spatial.rst.txt
@@ -141,8 +141,8 @@ Here is an example YAML file using the model:
                 - -1.785
                 unit: deg
     metadata:
-        creator: Gammapy 1.3.dev925+ga5b9eb533
-        date: '2024-09-11T14:31:47.521093'
+        creator: Gammapy 1.3.dev927+gd546a9ebc
+        date: '2024-09-17T09:57:09.192916'
         origin: null
 
 
diff --git a/docs/dev/_sources/user-guide/model-gallery/spatial/plot_point.rst.txt b/docs/dev/_sources/user-guide/model-gallery/spatial/plot_point.rst.txt
index 2058c541fda..f23036d86fd 100644
--- a/docs/dev/_sources/user-guide/model-gallery/spatial/plot_point.rst.txt
+++ b/docs/dev/_sources/user-guide/model-gallery/spatial/plot_point.rst.txt
@@ -133,8 +133,8 @@ Here is an example YAML file using the model:
                 value: 0.0
                 unit: deg
     metadata:
-        creator: Gammapy 1.3.dev925+ga5b9eb533
-        date: '2024-09-11T14:31:47.842876'
+        creator: Gammapy 1.3.dev927+gd546a9ebc
+        date: '2024-09-17T09:57:09.602611'
         origin: null
 
 
diff --git a/docs/dev/_sources/user-guide/model-gallery/spatial/plot_shell.rst.txt b/docs/dev/_sources/user-guide/model-gallery/spatial/plot_shell.rst.txt
index 8515aa991d2..939ea354275 100644
--- a/docs/dev/_sources/user-guide/model-gallery/spatial/plot_shell.rst.txt
+++ b/docs/dev/_sources/user-guide/model-gallery/spatial/plot_shell.rst.txt
@@ -145,8 +145,8 @@ Here is an example YAML file using the model:
                 value: 0.2
                 unit: deg
     metadata:
-        creator: Gammapy 1.3.dev925+ga5b9eb533
-        date: '2024-09-11T14:31:48.136591'
+        creator: Gammapy 1.3.dev927+gd546a9ebc
+        date: '2024-09-17T09:57:09.894294'
         origin: null
 
 
diff --git a/docs/dev/_sources/user-guide/model-gallery/spatial/plot_shell2.rst.txt b/docs/dev/_sources/user-guide/model-gallery/spatial/plot_shell2.rst.txt
index b3536eb4df2..2bd5bede78d 100644
--- a/docs/dev/_sources/user-guide/model-gallery/spatial/plot_shell2.rst.txt
+++ b/docs/dev/_sources/user-guide/model-gallery/spatial/plot_shell2.rst.txt
@@ -157,8 +157,8 @@ Here is an example YAML file using the model:
             -   name: eta
                 value: 0.2
     metadata:
-        creator: Gammapy 1.3.dev925+ga5b9eb533
-        date: '2024-09-11T14:31:48.430096'
+        creator: Gammapy 1.3.dev927+gd546a9ebc
+        date: '2024-09-17T09:57:10.191953'
         origin: null
 
 
diff --git a/docs/dev/_sources/user-guide/model-gallery/spatial/plot_template.rst.txt b/docs/dev/_sources/user-guide/model-gallery/spatial/plot_template.rst.txt
index b067ec49fa4..6e1d07140c4 100644
--- a/docs/dev/_sources/user-guide/model-gallery/spatial/plot_template.rst.txt
+++ b/docs/dev/_sources/user-guide/model-gallery/spatial/plot_template.rst.txt
@@ -129,8 +129,8 @@ Here is an example YAML file using the model:
             normalize: true
             unit: 1 / sr
     metadata:
-        creator: Gammapy 1.3.dev925+ga5b9eb533
-        date: '2024-09-11T14:31:48.768706'
+        creator: Gammapy 1.3.dev927+gd546a9ebc
+        date: '2024-09-17T09:57:10.530759'
         origin: null
 
 
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 afb2b4adc3f..bf50e83cede 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
@@ -6,7 +6,7 @@
 
 Computation times
 =================
-**00:02.046** total execution time for 9 files **from user-guide/model-gallery/spatial**:
+**00:02.131** total execution time for 9 files **from user-guide/model-gallery/spatial**:
 
 .. container::
 
@@ -33,29 +33,29 @@ Computation times
      - Time
      - Mem (MB)
    * - :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_constant.py` (``plot_constant.py``)
-     - 00:00.362
+     - 00:00.353
      - 0.0
    * - :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_disk.py` (``plot_disk.py``)
-     - 00:00.318
+     - 00:00.313
      - 0.0
-   * - :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_template.py` (``plot_template.py``)
-     - 00:00.227
-     - 0.0
-   * - :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_gen_gauss.py` (``plot_gen_gauss.py``)
-     - 00:00.225
+   * - :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_point.py` (``plot_point.py``)
+     - 00:00.283
      - 0.0
    * - :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_gauss.py` (``plot_gauss.py``)
-     - 00:00.211
+     - 00:00.236
      - 0.0
-   * - :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_point.py` (``plot_point.py``)
-     - 00:00.200
+   * - :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_template.py` (``plot_template.py``)
+     - 00:00.225
+     - 0.0
+   * - :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_gen_gauss.py` (``plot_gen_gauss.py``)
+     - 00:00.210
      - 0.0
    * - :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_shell.py` (``plot_shell.py``)
-     - 00:00.184
+     - 00:00.182
      - 0.0
    * - :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_shell2.py` (``plot_shell2.py``)
-     - 00:00.175
+     - 00:00.176
      - 0.0
    * - :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_piecewise_norm_spatial.py` (``plot_piecewise_norm_spatial.py``)
-     - 00:00.143
+     - 00:00.152
      - 0.0
diff --git a/docs/dev/_sources/user-guide/model-gallery/spectral/plot_absorbed.rst.txt b/docs/dev/_sources/user-guide/model-gallery/spectral/plot_absorbed.rst.txt
index c67bc77ed48..ba75678de4e 100644
--- a/docs/dev/_sources/user-guide/model-gallery/spectral/plot_absorbed.rst.txt
+++ b/docs/dev/_sources/user-guide/model-gallery/spectral/plot_absorbed.rst.txt
@@ -185,8 +185,8 @@ Here is an example YAML file using the model:
                 filename: /home/runner/work/gammapy-docs/gammapy-docs/gammapy-datasets/dev/ebl/ebl_dominguez11.fits.gz
             operator: mul
     metadata:
-        creator: Gammapy 1.3.dev925+ga5b9eb533
-        date: '2024-09-11T14:31:49.946183'
+        creator: Gammapy 1.3.dev927+gd546a9ebc
+        date: '2024-09-17T09:57:11.680093'
         origin: null
 
 
diff --git a/docs/dev/_sources/user-guide/model-gallery/spectral/plot_broken_powerlaw.rst.txt b/docs/dev/_sources/user-guide/model-gallery/spectral/plot_broken_powerlaw.rst.txt
index 9548a43a382..216bd81bdc3 100644
--- a/docs/dev/_sources/user-guide/model-gallery/spectral/plot_broken_powerlaw.rst.txt
+++ b/docs/dev/_sources/user-guide/model-gallery/spectral/plot_broken_powerlaw.rst.txt
@@ -111,8 +111,8 @@ Here is an example YAML file using the model:
                 value: 1.0
                 unit: TeV
     metadata:
-        creator: Gammapy 1.3.dev925+ga5b9eb533
-        date: '2024-09-11T14:31:50.412171'
+        creator: Gammapy 1.3.dev927+gd546a9ebc
+        date: '2024-09-17T09:57:12.148792'
         origin: null
 
 
diff --git a/docs/dev/_sources/user-guide/model-gallery/spectral/plot_compound.rst.txt b/docs/dev/_sources/user-guide/model-gallery/spectral/plot_compound.rst.txt
index 94ccee5eb00..a9e131ac6ef 100644
--- a/docs/dev/_sources/user-guide/model-gallery/spectral/plot_compound.rst.txt
+++ b/docs/dev/_sources/user-guide/model-gallery/spectral/plot_compound.rst.txt
@@ -126,8 +126,8 @@ Here is an example YAML file using the model:
                     value: 1.0
             operator: add
     metadata:
-        creator: Gammapy 1.3.dev925+ga5b9eb533
-        date: '2024-09-11T14:31:50.857471'
+        creator: Gammapy 1.3.dev927+gd546a9ebc
+        date: '2024-09-17T09:57:12.589937'
         origin: null
 
 
diff --git a/docs/dev/_sources/user-guide/model-gallery/spectral/plot_constant_spectral.rst.txt b/docs/dev/_sources/user-guide/model-gallery/spectral/plot_constant_spectral.rst.txt
index bfcc55aa383..f6f95dc3dcd 100644
--- a/docs/dev/_sources/user-guide/model-gallery/spectral/plot_constant_spectral.rst.txt
+++ b/docs/dev/_sources/user-guide/model-gallery/spectral/plot_constant_spectral.rst.txt
@@ -92,8 +92,8 @@ Here is an example YAML file using the model:
                 value: 1.0
                 unit: cm-2 s-1 TeV-1
     metadata:
-        creator: Gammapy 1.3.dev925+ga5b9eb533
-        date: '2024-09-11T14:31:51.222807'
+        creator: Gammapy 1.3.dev927+gd546a9ebc
+        date: '2024-09-17T09:57:12.942565'
         origin: null
 
 
diff --git a/docs/dev/_sources/user-guide/model-gallery/spectral/plot_exp_cutoff_powerlaw.rst.txt b/docs/dev/_sources/user-guide/model-gallery/spectral/plot_exp_cutoff_powerlaw.rst.txt
index 4af3f842910..23bd9c7bcf3 100644
--- a/docs/dev/_sources/user-guide/model-gallery/spectral/plot_exp_cutoff_powerlaw.rst.txt
+++ b/docs/dev/_sources/user-guide/model-gallery/spectral/plot_exp_cutoff_powerlaw.rst.txt
@@ -110,8 +110,8 @@ Here is an example YAML file using the model:
             -   name: alpha
                 value: 1.0
     metadata:
-        creator: Gammapy 1.3.dev925+ga5b9eb533
-        date: '2024-09-11T14:31:51.541257'
+        creator: Gammapy 1.3.dev927+gd546a9ebc
+        date: '2024-09-17T09:57:13.255719'
         origin: null
 
 
diff --git a/docs/dev/_sources/user-guide/model-gallery/spectral/plot_exp_cutoff_powerlaw_3fgl.rst.txt b/docs/dev/_sources/user-guide/model-gallery/spectral/plot_exp_cutoff_powerlaw_3fgl.rst.txt
index 99100f36ed2..ead68124e82 100644
--- a/docs/dev/_sources/user-guide/model-gallery/spectral/plot_exp_cutoff_powerlaw_3fgl.rst.txt
+++ b/docs/dev/_sources/user-guide/model-gallery/spectral/plot_exp_cutoff_powerlaw_3fgl.rst.txt
@@ -109,8 +109,8 @@ Here is an example YAML file using the model:
                 value: 10.0
                 unit: TeV
     metadata:
-        creator: Gammapy 1.3.dev925+ga5b9eb533
-        date: '2024-09-11T14:31:51.858985'
+        creator: Gammapy 1.3.dev927+gd546a9ebc
+        date: '2024-09-17T09:57:13.567137'
         origin: null
 
 
diff --git a/docs/dev/_sources/user-guide/model-gallery/spectral/plot_exp_cutoff_powerlaw_norm_spectral.rst.txt b/docs/dev/_sources/user-guide/model-gallery/spectral/plot_exp_cutoff_powerlaw_norm_spectral.rst.txt
index 0d4c3e375da..b9bdb20e29c 100644
--- a/docs/dev/_sources/user-guide/model-gallery/spectral/plot_exp_cutoff_powerlaw_norm_spectral.rst.txt
+++ b/docs/dev/_sources/user-guide/model-gallery/spectral/plot_exp_cutoff_powerlaw_norm_spectral.rst.txt
@@ -146,8 +146,8 @@ Here is an example YAML file using the model:
                     value: 1.0
             operator: mul
     metadata:
-        creator: Gammapy 1.3.dev925+ga5b9eb533
-        date: '2024-09-11T14:31:52.196230'
+        creator: Gammapy 1.3.dev927+gd546a9ebc
+        date: '2024-09-17T09:57:13.933711'
         origin: null
 
 
diff --git a/docs/dev/_sources/user-guide/model-gallery/spectral/plot_gauss_spectral.rst.txt b/docs/dev/_sources/user-guide/model-gallery/spectral/plot_gauss_spectral.rst.txt
index 2e902e830cf..4cc6c4559ae 100644
--- a/docs/dev/_sources/user-guide/model-gallery/spectral/plot_gauss_spectral.rst.txt
+++ b/docs/dev/_sources/user-guide/model-gallery/spectral/plot_gauss_spectral.rst.txt
@@ -108,8 +108,8 @@ Here is an example YAML file using the model:
                 value: 0.2
                 unit: TeV
     metadata:
-        creator: Gammapy 1.3.dev925+ga5b9eb533
-        date: '2024-09-11T14:31:52.529763'
+        creator: Gammapy 1.3.dev927+gd546a9ebc
+        date: '2024-09-17T09:57:14.282583'
         origin: null
 
 
diff --git a/docs/dev/_sources/user-guide/model-gallery/spectral/plot_logparabola.rst.txt b/docs/dev/_sources/user-guide/model-gallery/spectral/plot_logparabola.rst.txt
index eee51ea36b9..1daa8038e87 100644
--- a/docs/dev/_sources/user-guide/model-gallery/spectral/plot_logparabola.rst.txt
+++ b/docs/dev/_sources/user-guide/model-gallery/spectral/plot_logparabola.rst.txt
@@ -118,8 +118,8 @@ Here is an example YAML file using the model:
             -   name: beta
                 value: 0.5
     metadata:
-        creator: Gammapy 1.3.dev925+ga5b9eb533
-        date: '2024-09-11T14:31:52.848231'
+        creator: Gammapy 1.3.dev927+gd546a9ebc
+        date: '2024-09-17T09:57:14.596422'
         origin: null
 
 
diff --git a/docs/dev/_sources/user-guide/model-gallery/spectral/plot_logparabola_norm_spectral.rst.txt b/docs/dev/_sources/user-guide/model-gallery/spectral/plot_logparabola_norm_spectral.rst.txt
index 368e2593951..9d3b51646d8 100644
--- a/docs/dev/_sources/user-guide/model-gallery/spectral/plot_logparabola_norm_spectral.rst.txt
+++ b/docs/dev/_sources/user-guide/model-gallery/spectral/plot_logparabola_norm_spectral.rst.txt
@@ -144,8 +144,8 @@ Here is an example YAML file using the model:
                     value: 0.0
             operator: mul
     metadata:
-        creator: Gammapy 1.3.dev925+ga5b9eb533
-        date: '2024-09-11T14:31:53.234323'
+        creator: Gammapy 1.3.dev927+gd546a9ebc
+        date: '2024-09-17T09:57:14.974603'
         origin: null
 
 
diff --git a/docs/dev/_sources/user-guide/model-gallery/spectral/plot_naima.rst.txt b/docs/dev/_sources/user-guide/model-gallery/spectral/plot_naima.rst.txt
index 0678bdda434..5b558a02458 100644
--- a/docs/dev/_sources/user-guide/model-gallery/spectral/plot_naima.rst.txt
+++ b/docs/dev/_sources/user-guide/model-gallery/spectral/plot_naima.rst.txt
@@ -174,8 +174,8 @@ Here is an example YAML file using the model:
                 scale_method: scale10
                 is_norm: false
     metadata:
-        creator: Gammapy 1.3.dev925+ga5b9eb533
-        date: '2024-09-11T14:31:53.762919'
+        creator: Gammapy 1.3.dev927+gd546a9ebc
+        date: '2024-09-17T09:57:15.499433'
         origin: null
 
 
diff --git a/docs/dev/_sources/user-guide/model-gallery/spectral/plot_piecewise_norm_spectral.rst.txt b/docs/dev/_sources/user-guide/model-gallery/spectral/plot_piecewise_norm_spectral.rst.txt
index 7b582f7e4c1..09079226fbd 100644
--- a/docs/dev/_sources/user-guide/model-gallery/spectral/plot_piecewise_norm_spectral.rst.txt
+++ b/docs/dev/_sources/user-guide/model-gallery/spectral/plot_piecewise_norm_spectral.rst.txt
@@ -134,8 +134,8 @@ Here is an example YAML file using the model:
                     unit: TeV
             operator: mul
     metadata:
-        creator: Gammapy 1.3.dev925+ga5b9eb533
-        date: '2024-09-11T14:31:54.119172'
+        creator: Gammapy 1.3.dev927+gd546a9ebc
+        date: '2024-09-17T09:57:15.841523'
         origin: null
 
 
diff --git a/docs/dev/_sources/user-guide/model-gallery/spectral/plot_powerlaw.rst.txt b/docs/dev/_sources/user-guide/model-gallery/spectral/plot_powerlaw.rst.txt
index 991a9ba4e56..f295b8768ee 100644
--- a/docs/dev/_sources/user-guide/model-gallery/spectral/plot_powerlaw.rst.txt
+++ b/docs/dev/_sources/user-guide/model-gallery/spectral/plot_powerlaw.rst.txt
@@ -104,8 +104,8 @@ Here is an example YAML file using the model:
                 value: 1.0
                 unit: TeV
     metadata:
-        creator: Gammapy 1.3.dev925+ga5b9eb533
-        date: '2024-09-11T14:31:54.609675'
+        creator: Gammapy 1.3.dev927+gd546a9ebc
+        date: '2024-09-17T09:57:16.270864'
         origin: null
 
 
diff --git a/docs/dev/_sources/user-guide/model-gallery/spectral/plot_powerlaw2.rst.txt b/docs/dev/_sources/user-guide/model-gallery/spectral/plot_powerlaw2.rst.txt
index d00f256af12..9c411f43719 100644
--- a/docs/dev/_sources/user-guide/model-gallery/spectral/plot_powerlaw2.rst.txt
+++ b/docs/dev/_sources/user-guide/model-gallery/spectral/plot_powerlaw2.rst.txt
@@ -111,8 +111,8 @@ Here is an example YAML file using the model:
                 value: 10.0
                 unit: TeV
     metadata:
-        creator: Gammapy 1.3.dev925+ga5b9eb533
-        date: '2024-09-11T14:31:55.060579'
+        creator: Gammapy 1.3.dev927+gd546a9ebc
+        date: '2024-09-17T09:57:16.713994'
         origin: null
 
 
diff --git a/docs/dev/_sources/user-guide/model-gallery/spectral/plot_powerlaw_norm_spectral.rst.txt b/docs/dev/_sources/user-guide/model-gallery/spectral/plot_powerlaw_norm_spectral.rst.txt
index 98da6b33ee9..f0b700fb533 100644
--- a/docs/dev/_sources/user-guide/model-gallery/spectral/plot_powerlaw_norm_spectral.rst.txt
+++ b/docs/dev/_sources/user-guide/model-gallery/spectral/plot_powerlaw_norm_spectral.rst.txt
@@ -132,8 +132,8 @@ Here is an example YAML file using the model:
                     unit: TeV
             operator: mul
     metadata:
-        creator: Gammapy 1.3.dev925+ga5b9eb533
-        date: '2024-09-11T14:31:55.460487'
+        creator: Gammapy 1.3.dev927+gd546a9ebc
+        date: '2024-09-17T09:57:17.108806'
         origin: null
 
 
diff --git a/docs/dev/_sources/user-guide/model-gallery/spectral/plot_smooth_broken_powerlaw.rst.txt b/docs/dev/_sources/user-guide/model-gallery/spectral/plot_smooth_broken_powerlaw.rst.txt
index 082533f5a9b..6aa0032ca3d 100644
--- a/docs/dev/_sources/user-guide/model-gallery/spectral/plot_smooth_broken_powerlaw.rst.txt
+++ b/docs/dev/_sources/user-guide/model-gallery/spectral/plot_smooth_broken_powerlaw.rst.txt
@@ -114,8 +114,8 @@ Here is an example YAML file using the model:
             -   name: beta
                 value: 1.0
     metadata:
-        creator: Gammapy 1.3.dev925+ga5b9eb533
-        date: '2024-09-11T14:31:55.925064'
+        creator: Gammapy 1.3.dev927+gd546a9ebc
+        date: '2024-09-17T09:57:17.549854'
         origin: null
 
 
diff --git a/docs/dev/_sources/user-guide/model-gallery/spectral/plot_super_exp_cutoff_powerlaw_3fgl.rst.txt b/docs/dev/_sources/user-guide/model-gallery/spectral/plot_super_exp_cutoff_powerlaw_3fgl.rst.txt
index 257a43dde83..04eeb5f0b7f 100644
--- a/docs/dev/_sources/user-guide/model-gallery/spectral/plot_super_exp_cutoff_powerlaw_3fgl.rst.txt
+++ b/docs/dev/_sources/user-guide/model-gallery/spectral/plot_super_exp_cutoff_powerlaw_3fgl.rst.txt
@@ -125,8 +125,8 @@ Here is an example YAML file using the model:
             -   name: index_2
                 value: 2.0
     metadata:
-        creator: Gammapy 1.3.dev925+ga5b9eb533
-        date: '2024-09-11T14:31:56.269536'
+        creator: Gammapy 1.3.dev927+gd546a9ebc
+        date: '2024-09-17T09:57:17.887061'
         origin: null
 
 
diff --git a/docs/dev/_sources/user-guide/model-gallery/spectral/plot_super_exp_cutoff_powerlaw_4fgl.rst.txt b/docs/dev/_sources/user-guide/model-gallery/spectral/plot_super_exp_cutoff_powerlaw_4fgl.rst.txt
index 5d33f506f7d..a837ac2aa5c 100644
--- a/docs/dev/_sources/user-guide/model-gallery/spectral/plot_super_exp_cutoff_powerlaw_4fgl.rst.txt
+++ b/docs/dev/_sources/user-guide/model-gallery/spectral/plot_super_exp_cutoff_powerlaw_4fgl.rst.txt
@@ -124,8 +124,8 @@ Here is an example YAML file using the model:
             -   name: index_2
                 value: 2.0
     metadata:
-        creator: Gammapy 1.3.dev925+ga5b9eb533
-        date: '2024-09-11T14:31:56.607036'
+        creator: Gammapy 1.3.dev927+gd546a9ebc
+        date: '2024-09-17T09:57:18.221830'
         origin: null
 
 
diff --git a/docs/dev/_sources/user-guide/model-gallery/spectral/plot_super_exp_cutoff_powerlaw_4fgl_dr1.rst.txt b/docs/dev/_sources/user-guide/model-gallery/spectral/plot_super_exp_cutoff_powerlaw_4fgl_dr1.rst.txt
index 21408290a45..2adc0f61ffa 100644
--- a/docs/dev/_sources/user-guide/model-gallery/spectral/plot_super_exp_cutoff_powerlaw_4fgl_dr1.rst.txt
+++ b/docs/dev/_sources/user-guide/model-gallery/spectral/plot_super_exp_cutoff_powerlaw_4fgl_dr1.rst.txt
@@ -126,8 +126,8 @@ Here is an example YAML file using the model:
             -   name: index_2
                 value: 2.0
     metadata:
-        creator: Gammapy 1.3.dev925+ga5b9eb533
-        date: '2024-09-11T14:31:56.941108'
+        creator: Gammapy 1.3.dev927+gd546a9ebc
+        date: '2024-09-17T09:57:18.553493'
         origin: null
 
 
diff --git a/docs/dev/_sources/user-guide/model-gallery/spectral/plot_template_spectral.rst.txt b/docs/dev/_sources/user-guide/model-gallery/spectral/plot_template_spectral.rst.txt
index 398d76023d7..318bd3b1ee0 100644
--- a/docs/dev/_sources/user-guide/model-gallery/spectral/plot_template_spectral.rst.txt
+++ b/docs/dev/_sources/user-guide/model-gallery/spectral/plot_template_spectral.rst.txt
@@ -157,8 +157,8 @@ Here is an example YAML file using the model:
                 - 3.9e-39
                 unit: 1 / (cm2 MeV s)
     metadata:
-        creator: Gammapy 1.3.dev925+ga5b9eb533
-        date: '2024-09-11T14:31:57.258476'
+        creator: Gammapy 1.3.dev927+gd546a9ebc
+        date: '2024-09-17T09:57:18.864471'
         origin: null
 
 
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 16dd85ff6fa..8921ba9fd62 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
@@ -6,7 +6,7 @@
 
 Computation times
 =================
-**00:06.049** total execution time for 20 files **from user-guide/model-gallery/spectral**:
+**00:05.973** total execution time for 20 files **from user-guide/model-gallery/spectral**:
 
 .. container::
 
@@ -33,62 +33,62 @@ Computation times
      - Time
      - Mem (MB)
    * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_absorbed.py` (``plot_absorbed.py``)
-     - 00:01.011
+     - 00:00.981
      - 0.0
    * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_naima.py` (``plot_naima.py``)
      - 00:00.411
      - 0.0
-   * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_powerlaw.py` (``plot_powerlaw.py``)
-     - 00:00.374
+   * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_broken_powerlaw.py` (``plot_broken_powerlaw.py``)
+     - 00:00.326
      - 0.0
    * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_powerlaw2.py` (``plot_powerlaw2.py``)
-     - 00:00.327
+     - 00:00.324
      - 0.0
    * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_smooth_broken_powerlaw.py` (``plot_smooth_broken_powerlaw.py``)
-     - 00:00.326
-     - 0.0
-   * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_broken_powerlaw.py` (``plot_broken_powerlaw.py``)
-     - 00:00.326
+     - 00:00.324
      - 0.0
    * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_compound.py` (``plot_compound.py``)
-     - 00:00.325
+     - 00:00.323
      - 0.0
-   * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_logparabola_norm_spectral.py` (``plot_logparabola_norm_spectral.py``)
-     - 00:00.275
+   * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_powerlaw.py` (``plot_powerlaw.py``)
+     - 00:00.320
      - 0.0
    * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_powerlaw_norm_spectral.py` (``plot_powerlaw_norm_spectral.py``)
-     - 00:00.275
+     - 00:00.272
+     - 0.0
+   * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_logparabola_norm_spectral.py` (``plot_logparabola_norm_spectral.py``)
+     - 00:00.272
+     - 0.0
+   * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_exp_cutoff_powerlaw_norm_spectral.py` (``plot_exp_cutoff_powerlaw_norm_spectral.py``)
+     - 00:00.260
      - 0.0
    * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_constant_spectral.py` (``plot_constant_spectral.py``)
-     - 00:00.240
+     - 00:00.237
      - 0.0
    * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_piecewise_norm_spectral.py` (``plot_piecewise_norm_spectral.py``)
-     - 00:00.227
-     - 0.0
-   * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_exp_cutoff_powerlaw_norm_spectral.py` (``plot_exp_cutoff_powerlaw_norm_spectral.py``)
      - 00:00.224
      - 0.0
-   * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_super_exp_cutoff_powerlaw_4fgl.py` (``plot_super_exp_cutoff_powerlaw_4fgl.py``)
-     - 00:00.223
-     - 0.0
-   * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_super_exp_cutoff_powerlaw_3fgl.py` (``plot_super_exp_cutoff_powerlaw_3fgl.py``)
+   * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_super_exp_cutoff_powerlaw_4fgl_dr1.py` (``plot_super_exp_cutoff_powerlaw_4fgl_dr1.py``)
      - 00:00.222
      - 0.0
-   * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_super_exp_cutoff_powerlaw_4fgl_dr1.py` (``plot_super_exp_cutoff_powerlaw_4fgl_dr1.py``)
+   * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_gauss_spectral.py` (``plot_gauss_spectral.py``)
      - 00:00.221
      - 0.0
-   * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_gauss_spectral.py` (``plot_gauss_spectral.py``)
-     - 00:00.219
+   * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_super_exp_cutoff_powerlaw_4fgl.py` (``plot_super_exp_cutoff_powerlaw_4fgl.py``)
+     - 00:00.221
+     - 0.0
+   * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_super_exp_cutoff_powerlaw_3fgl.py` (``plot_super_exp_cutoff_powerlaw_3fgl.py``)
+     - 00:00.218
      - 0.0
    * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_exp_cutoff_powerlaw.py` (``plot_exp_cutoff_powerlaw.py``)
-     - 00:00.208
+     - 00:00.206
      - 0.0
    * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_logparabola.py` (``plot_logparabola.py``)
-     - 00:00.208
-     - 0.0
-   * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_template_spectral.py` (``plot_template_spectral.py``)
-     - 00:00.204
+     - 00:00.206
      - 0.0
    * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_exp_cutoff_powerlaw_3fgl.py` (``plot_exp_cutoff_powerlaw_3fgl.py``)
      - 00:00.204
      - 0.0
+   * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_template_spectral.py` (``plot_template_spectral.py``)
+     - 00:00.201
+     - 0.0
diff --git a/docs/dev/_sources/user-guide/model-gallery/temporal/plot_constant_temporal.rst.txt b/docs/dev/_sources/user-guide/model-gallery/temporal/plot_constant_temporal.rst.txt
index 0c238fa715e..07a99dec0f6 100644
--- a/docs/dev/_sources/user-guide/model-gallery/temporal/plot_constant_temporal.rst.txt
+++ b/docs/dev/_sources/user-guide/model-gallery/temporal/plot_constant_temporal.rst.txt
@@ -111,8 +111,8 @@ Here is an example YAML file using the model:
             parameters: []
             scale: utc
     metadata:
-        creator: Gammapy 1.3.dev925+ga5b9eb533
-        date: '2024-09-11T14:31:57.960223'
+        creator: Gammapy 1.3.dev927+gd546a9ebc
+        date: '2024-09-17T09:57:19.902613'
         origin: null
 
 
diff --git a/docs/dev/_sources/user-guide/model-gallery/temporal/plot_expdecay_temporal.rst.txt b/docs/dev/_sources/user-guide/model-gallery/temporal/plot_expdecay_temporal.rst.txt
index e934bfd2dd5..0f44385dfa2 100644
--- a/docs/dev/_sources/user-guide/model-gallery/temporal/plot_expdecay_temporal.rst.txt
+++ b/docs/dev/_sources/user-guide/model-gallery/temporal/plot_expdecay_temporal.rst.txt
@@ -121,8 +121,8 @@ Here is an example YAML file using the model:
                 unit: d
             scale: utc
     metadata:
-        creator: Gammapy 1.3.dev925+ga5b9eb533
-        date: '2024-09-11T14:31:58.193613'
+        creator: Gammapy 1.3.dev927+gd546a9ebc
+        date: '2024-09-17T09:57:20.129270'
         origin: null
 
 
diff --git a/docs/dev/_sources/user-guide/model-gallery/temporal/plot_gaussian_temporal.rst.txt b/docs/dev/_sources/user-guide/model-gallery/temporal/plot_gaussian_temporal.rst.txt
index 2bc63f4bf20..b239c77f893 100644
--- a/docs/dev/_sources/user-guide/model-gallery/temporal/plot_gaussian_temporal.rst.txt
+++ b/docs/dev/_sources/user-guide/model-gallery/temporal/plot_gaussian_temporal.rst.txt
@@ -120,8 +120,8 @@ Here is an example YAML file using the model:
                 unit: h
             scale: utc
     metadata:
-        creator: Gammapy 1.3.dev925+ga5b9eb533
-        date: '2024-09-11T14:31:58.426875'
+        creator: Gammapy 1.3.dev927+gd546a9ebc
+        date: '2024-09-17T09:57:20.354831'
         origin: null
 
 
diff --git a/docs/dev/_sources/user-guide/model-gallery/temporal/plot_generalized_gaussian_temporal.rst.txt b/docs/dev/_sources/user-guide/model-gallery/temporal/plot_generalized_gaussian_temporal.rst.txt
index 4e5a175f7b5..a66fbfc0753 100644
--- a/docs/dev/_sources/user-guide/model-gallery/temporal/plot_generalized_gaussian_temporal.rst.txt
+++ b/docs/dev/_sources/user-guide/model-gallery/temporal/plot_generalized_gaussian_temporal.rst.txt
@@ -132,8 +132,8 @@ Here is an example YAML file using the model:
                 value: 0.6666666666666666
             scale: utc
     metadata:
-        creator: Gammapy 1.3.dev925+ga5b9eb533
-        date: '2024-09-11T14:31:58.663863'
+        creator: Gammapy 1.3.dev927+gd546a9ebc
+        date: '2024-09-17T09:57:20.582354'
         origin: null
 
 
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 5788ae3f0c9..2e5d59cf3f6 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
@@ -117,12 +117,12 @@ Here is an example YAML file using the model:
                 value: 0.5
                 unit: d-1
             -   name: t_ref
-                value: 60564.50554158759
+                value: 60570.314822953274
                 unit: d
             scale: utc
     metadata:
-        creator: Gammapy 1.3.dev925+ga5b9eb533
-        date: '2024-09-11T14:31:58.894928'
+        creator: Gammapy 1.3.dev927+gd546a9ebc
+        date: '2024-09-17T09:57:20.806445'
         origin: null
 
 
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 5da53e7d120..1384284040c 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
@@ -113,15 +113,15 @@ Here is an example YAML file using the model:
             -   name: alpha
                 value: -2.0
             -   name: t_ref
-                value: 60564.50554421072
+                value: 60570.314825514986
                 unit: d
             -   name: t0
                 value: 1.0
                 unit: d
             scale: utc
     metadata:
-        creator: Gammapy 1.3.dev925+ga5b9eb533
-        date: '2024-09-11T14:31:59.211693'
+        creator: Gammapy 1.3.dev927+gd546a9ebc
+        date: '2024-09-17T09:57:21.117653'
         origin: null
 
 
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 8a9a07a5c2b..743cd7520f1 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
@@ -119,12 +119,12 @@ Here is an example YAML file using the model:
                 value: 0.7853981633974483
                 unit: d-1 rad
             -   name: t_ref
-                value: 60564.50554776197
+                value: 60570.31482897579
                 unit: d
             scale: utc
     metadata:
-        creator: Gammapy 1.3.dev925+ga5b9eb533
-        date: '2024-09-11T14:31:59.432955'
+        creator: Gammapy 1.3.dev927+gd546a9ebc
+        date: '2024-09-17T09:57:21.328442'
         origin: null
 
 
diff --git a/docs/dev/_sources/user-guide/model-gallery/temporal/plot_template_phase_temporal.rst.txt b/docs/dev/_sources/user-guide/model-gallery/temporal/plot_template_phase_temporal.rst.txt
index cbc9c2b1738..b4d6cfa45e4 100644
--- a/docs/dev/_sources/user-guide/model-gallery/temporal/plot_template_phase_temporal.rst.txt
+++ b/docs/dev/_sources/user-guide/model-gallery/temporal/plot_template_phase_temporal.rst.txt
@@ -127,8 +127,8 @@ Here is an example YAML file using the model:
             scale: utc
             filename: /home/runner/work/gammapy-docs/gammapy-docs/gammapy-datasets/dev/tests/phasecurve_LSI_DC.fits
     metadata:
-        creator: Gammapy 1.3.dev925+ga5b9eb533
-        date: '2024-09-11T14:31:59.683157'
+        creator: Gammapy 1.3.dev927+gd546a9ebc
+        date: '2024-09-17T09:57:21.567931'
         origin: null
 
 
diff --git a/docs/dev/_sources/user-guide/model-gallery/temporal/plot_template_temporal.rst.txt b/docs/dev/_sources/user-guide/model-gallery/temporal/plot_template_temporal.rst.txt
index c4bd397f928..afae50ff0dd 100644
--- a/docs/dev/_sources/user-guide/model-gallery/temporal/plot_template_temporal.rst.txt
+++ b/docs/dev/_sources/user-guide/model-gallery/temporal/plot_template_temporal.rst.txt
@@ -118,8 +118,8 @@ Here is an example YAML file using the model:
             format: table
             unit: ''
     metadata:
-        creator: Gammapy 1.3.dev925+ga5b9eb533
-        date: '2024-09-11T14:31:59.931598'
+        creator: Gammapy 1.3.dev927+gd546a9ebc
+        date: '2024-09-17T09:57:21.803709'
         origin: null
 
 
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 8a88b2a935b..705b1f17320 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
@@ -6,7 +6,7 @@
 
 Computation times
 =================
-**00:01.497** total execution time for 9 files **from user-guide/model-gallery/temporal**:
+**00:01.833** total execution time for 9 files **from user-guide/model-gallery/temporal**:
 
 .. container::
 
@@ -33,29 +33,29 @@ Computation times
      - Time
      - Mem (MB)
    * - :ref:`sphx_glr_user-guide_model-gallery_temporal_plot_constant_temporal.py` (``plot_constant_temporal.py``)
-     - 00:00.512
+     - 00:00.853
      - 0.0
    * - :ref:`sphx_glr_user-guide_model-gallery_temporal_plot_powerlaw_temporal.py` (``plot_powerlaw_temporal.py``)
-     - 00:00.194
+     - 00:00.195
      - 0.0
    * - :ref:`sphx_glr_user-guide_model-gallery_temporal_plot_template_phase_temporal.py` (``plot_template_phase_temporal.py``)
-     - 00:00.127
+     - 00:00.124
      - 0.0
    * - :ref:`sphx_glr_user-guide_model-gallery_temporal_plot_template_temporal.py` (``plot_template_temporal.py``)
-     - 00:00.122
+     - 00:00.120
      - 0.0
    * - :ref:`sphx_glr_user-guide_model-gallery_temporal_plot_generalized_gaussian_temporal.py` (``plot_generalized_gaussian_temporal.py``)
-     - 00:00.113
+     - 00:00.111
      - 0.0
    * - :ref:`sphx_glr_user-guide_model-gallery_temporal_plot_expdecay_temporal.py` (``plot_expdecay_temporal.py``)
-     - 00:00.110
+     - 00:00.109
      - 0.0
    * - :ref:`sphx_glr_user-guide_model-gallery_temporal_plot_gaussian_temporal.py` (``plot_gaussian_temporal.py``)
      - 00:00.109
      - 0.0
    * - :ref:`sphx_glr_user-guide_model-gallery_temporal_plot_sine_temporal.py` (``plot_sine_temporal.py``)
-     - 00:00.108
+     - 00:00.107
      - 0.0
    * - :ref:`sphx_glr_user-guide_model-gallery_temporal_plot_linear_temporal.py` (``plot_linear_temporal.py``)
-     - 00:00.104
+     - 00:00.105
      - 0.0
diff --git a/docs/dev/api-reference/analysis.html b/docs/dev/api-reference/analysis.html
index 5b37053032c..c6a2e869dd1 100644
--- a/docs/dev/api-reference/analysis.html
+++ b/docs/dev/api-reference/analysis.html
@@ -66,7 +66,7 @@
     
   
   
-    
+    
   
   
   
diff --git a/docs/dev/api-reference/astro.html b/docs/dev/api-reference/astro.html
index 43d72d3b0df..80ef09b3d11 100644
--- a/docs/dev/api-reference/astro.html
+++ b/docs/dev/api-reference/astro.html
@@ -67,7 +67,7 @@
     
   
   
-    
+    
   
   
   
diff --git a/docs/dev/api-reference/catalog.html b/docs/dev/api-reference/catalog.html
index f0104344405..eb0be615e64 100644
--- a/docs/dev/api-reference/catalog.html
+++ b/docs/dev/api-reference/catalog.html
@@ -66,7 +66,7 @@
     
   
   
-    
+    
   
   
   
diff --git a/docs/dev/api-reference/data.html b/docs/dev/api-reference/data.html
index 07a740d4c40..d900b588ce9 100644
--- a/docs/dev/api-reference/data.html
+++ b/docs/dev/api-reference/data.html
@@ -66,7 +66,7 @@
     
   
   
-    
+    
   
   
   
diff --git a/docs/dev/api-reference/datasets.html b/docs/dev/api-reference/datasets.html
index da5d269d599..bf50cc32fe5 100644
--- a/docs/dev/api-reference/datasets.html
+++ b/docs/dev/api-reference/datasets.html
@@ -67,7 +67,7 @@
     
   
   
-    
+    
   
   
   
diff --git a/docs/dev/api-reference/estimators.html b/docs/dev/api-reference/estimators.html
index 089fddeeb37..654721210c2 100644
--- a/docs/dev/api-reference/estimators.html
+++ b/docs/dev/api-reference/estimators.html
@@ -67,7 +67,7 @@
     
   
   
-    
+    
   
   
   
diff --git a/docs/dev/api-reference/index.html b/docs/dev/api-reference/index.html
index df196665508..da49b162122 100644
--- a/docs/dev/api-reference/index.html
+++ b/docs/dev/api-reference/index.html
@@ -67,7 +67,7 @@
     
   
   
-    
+    
   
   
   
diff --git a/docs/dev/api-reference/irf.html b/docs/dev/api-reference/irf.html
index 076d296ab2d..dfce8929018 100644
--- a/docs/dev/api-reference/irf.html
+++ b/docs/dev/api-reference/irf.html
@@ -67,7 +67,7 @@
     
   
   
-    
+    
   
   
   
diff --git a/docs/dev/api-reference/makers.html b/docs/dev/api-reference/makers.html
index 235ce382f04..21141b3ab67 100644
--- a/docs/dev/api-reference/makers.html
+++ b/docs/dev/api-reference/makers.html
@@ -66,7 +66,7 @@
     
   
   
-    
+    
   
   
   
diff --git a/docs/dev/api-reference/maps.html b/docs/dev/api-reference/maps.html
index aa5780a1140..566d0e8573a 100644
--- a/docs/dev/api-reference/maps.html
+++ b/docs/dev/api-reference/maps.html
@@ -66,7 +66,7 @@
     
   
   
-    
+    
   
   
   
diff --git a/docs/dev/api-reference/modeling.html b/docs/dev/api-reference/modeling.html
index 57eb51c243d..60b65a2cc2b 100644
--- a/docs/dev/api-reference/modeling.html
+++ b/docs/dev/api-reference/modeling.html
@@ -67,7 +67,7 @@
     
   
   
-    
+    
   
   
   
diff --git a/docs/dev/api-reference/scripts.html b/docs/dev/api-reference/scripts.html
index a36946247ad..8a8124345cd 100644
--- a/docs/dev/api-reference/scripts.html
+++ b/docs/dev/api-reference/scripts.html
@@ -66,7 +66,7 @@
     
   
   
-    
+    
   
   
   
diff --git a/docs/dev/api-reference/stats.html b/docs/dev/api-reference/stats.html
index 62fe0a911cb..d54926f636d 100644
--- a/docs/dev/api-reference/stats.html
+++ b/docs/dev/api-reference/stats.html
@@ -67,7 +67,7 @@
     
   
   
-    
+    
   
   
   
diff --git a/docs/dev/api-reference/utils.html b/docs/dev/api-reference/utils.html
index 5db6b79a48e..7a2e262bd76 100644
--- a/docs/dev/api-reference/utils.html
+++ b/docs/dev/api-reference/utils.html
@@ -67,7 +67,7 @@
     
   
   
-    
+    
   
   
   
diff --git a/docs/dev/api-reference/visualization.html b/docs/dev/api-reference/visualization.html
index f5fbadaf77a..c3e44796eb8 100644
--- a/docs/dev/api-reference/visualization.html
+++ b/docs/dev/api-reference/visualization.html
@@ -66,7 +66,7 @@
     
   
   
-    
+    
   
   
   
diff --git a/docs/dev/api/gammapy.analysis.Analysis.html b/docs/dev/api/gammapy.analysis.Analysis.html
index c399f6bb73e..06cc7f6aa84 100644
--- a/docs/dev/api/gammapy.analysis.Analysis.html
+++ b/docs/dev/api/gammapy.analysis.Analysis.html
@@ -66,7 +66,7 @@
     
   
   
-    
+    
   
   
   
diff --git a/docs/dev/api/gammapy.analysis.AnalysisConfig.html b/docs/dev/api/gammapy.analysis.AnalysisConfig.html
index d1eb4807d1b..6e9c5386cda 100644
--- a/docs/dev/api/gammapy.analysis.AnalysisConfig.html
+++ b/docs/dev/api/gammapy.analysis.AnalysisConfig.html
@@ -66,7 +66,7 @@
     
   
   
-    
+    
   
   
   
diff --git a/docs/dev/api/gammapy.astro.darkmatter.BurkertProfile.html b/docs/dev/api/gammapy.astro.darkmatter.BurkertProfile.html
index ed238d052dd..511c7dccdb8 100644
--- a/docs/dev/api/gammapy.astro.darkmatter.BurkertProfile.html
+++ b/docs/dev/api/gammapy.astro.darkmatter.BurkertProfile.html
@@ -67,7 +67,7 @@
     
   
   
-    
+    
   
   
   
diff --git a/docs/dev/api/gammapy.astro.darkmatter.DMProfile.html b/docs/dev/api/gammapy.astro.darkmatter.DMProfile.html
index f2b1c3f5f0c..6fdccd52c7b 100644
--- a/docs/dev/api/gammapy.astro.darkmatter.DMProfile.html
+++ b/docs/dev/api/gammapy.astro.darkmatter.DMProfile.html
@@ -67,7 +67,7 @@
     
   
   
-    
+    
   
   
   
diff --git a/docs/dev/api/gammapy.astro.darkmatter.DarkMatterAnnihilationSpectralModel.html b/docs/dev/api/gammapy.astro.darkmatter.DarkMatterAnnihilationSpectralModel.html
index 81c9dc8fe4f..e3149f938bc 100644
--- a/docs/dev/api/gammapy.astro.darkmatter.DarkMatterAnnihilationSpectralModel.html
+++ b/docs/dev/api/gammapy.astro.darkmatter.DarkMatterAnnihilationSpectralModel.html
@@ -67,7 +67,7 @@
     
   
   
-    
+    
   
   
   
diff --git a/docs/dev/api/gammapy.astro.darkmatter.DarkMatterDecaySpectralModel.html b/docs/dev/api/gammapy.astro.darkmatter.DarkMatterDecaySpectralModel.html
index 8eac01c2fc6..938c4529f16 100644
--- a/docs/dev/api/gammapy.astro.darkmatter.DarkMatterDecaySpectralModel.html
+++ b/docs/dev/api/gammapy.astro.darkmatter.DarkMatterDecaySpectralModel.html
@@ -67,7 +67,7 @@
     
   
   
-    
+    
   
   
   
diff --git a/docs/dev/api/gammapy.astro.darkmatter.EinastoProfile.html b/docs/dev/api/gammapy.astro.darkmatter.EinastoProfile.html
index df8562f82a1..a7b305630c8 100644
--- a/docs/dev/api/gammapy.astro.darkmatter.EinastoProfile.html
+++ b/docs/dev/api/gammapy.astro.darkmatter.EinastoProfile.html
@@ -67,7 +67,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.catalog.SourceCatalogObject2PC.html b/docs/dev/api/gammapy.catalog.SourceCatalogObject2PC.html
index e2a0bf70f24..25755616141 100644
--- a/docs/dev/api/gammapy.catalog.SourceCatalogObject2PC.html
+++ b/docs/dev/api/gammapy.catalog.SourceCatalogObject2PC.html
@@ -66,7 +66,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.catalog.SourceCatalogObject3FGL.html b/docs/dev/api/gammapy.catalog.SourceCatalogObject3FGL.html
index 048886e1a76..ddb946b49d8 100644
--- a/docs/dev/api/gammapy.catalog.SourceCatalogObject3FGL.html
+++ b/docs/dev/api/gammapy.catalog.SourceCatalogObject3FGL.html
@@ -66,7 +66,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.catalog.SourceCatalogObject3FHL.html b/docs/dev/api/gammapy.catalog.SourceCatalogObject3FHL.html
index befaee2b6ab..cd77dcd4306 100644
--- a/docs/dev/api/gammapy.catalog.SourceCatalogObject3FHL.html
+++ b/docs/dev/api/gammapy.catalog.SourceCatalogObject3FHL.html
@@ -66,7 +66,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.catalog.SourceCatalogObject3HWC.html b/docs/dev/api/gammapy.catalog.SourceCatalogObject3HWC.html
index bd8203e2d35..ae10666bc0e 100644
--- a/docs/dev/api/gammapy.catalog.SourceCatalogObject3HWC.html
+++ b/docs/dev/api/gammapy.catalog.SourceCatalogObject3HWC.html
@@ -66,7 +66,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.catalog.SourceCatalogObject3PC.html b/docs/dev/api/gammapy.catalog.SourceCatalogObject3PC.html
index 389fcc8efa6..44e98f445e1 100644
--- a/docs/dev/api/gammapy.catalog.SourceCatalogObject3PC.html
+++ b/docs/dev/api/gammapy.catalog.SourceCatalogObject3PC.html
@@ -66,7 +66,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.catalog.SourceCatalogObject4FGL.html b/docs/dev/api/gammapy.catalog.SourceCatalogObject4FGL.html
index 2ffe25e8539..d50a38fc9d4 100644
--- a/docs/dev/api/gammapy.catalog.SourceCatalogObject4FGL.html
+++ b/docs/dev/api/gammapy.catalog.SourceCatalogObject4FGL.html
@@ -66,7 +66,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.catalog.SourceCatalogObjectGammaCat.html b/docs/dev/api/gammapy.catalog.SourceCatalogObjectGammaCat.html
index 0483433ccb4..295a68f45bc 100644
--- a/docs/dev/api/gammapy.catalog.SourceCatalogObjectGammaCat.html
+++ b/docs/dev/api/gammapy.catalog.SourceCatalogObjectGammaCat.html
@@ -66,7 +66,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.catalog.SourceCatalogObjectHGPS.html b/docs/dev/api/gammapy.catalog.SourceCatalogObjectHGPS.html
index a894f9c2666..1fd2158dc1e 100644
--- a/docs/dev/api/gammapy.catalog.SourceCatalogObjectHGPS.html
+++ b/docs/dev/api/gammapy.catalog.SourceCatalogObjectHGPS.html
@@ -66,7 +66,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.catalog.SourceCatalogObjectHGPSComponent.html b/docs/dev/api/gammapy.catalog.SourceCatalogObjectHGPSComponent.html
index e22abaeb073..be25250cd0f 100644
--- a/docs/dev/api/gammapy.catalog.SourceCatalogObjectHGPSComponent.html
+++ b/docs/dev/api/gammapy.catalog.SourceCatalogObjectHGPSComponent.html
@@ -66,7 +66,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.data.DataStore.html b/docs/dev/api/gammapy.data.DataStore.html
index db2e0352b5b..d66103136e1 100644
--- a/docs/dev/api/gammapy.data.DataStore.html
+++ b/docs/dev/api/gammapy.data.DataStore.html
@@ -66,7 +66,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.data.EventList.html b/docs/dev/api/gammapy.data.EventList.html
index a7437c2ed18..6e217824b69 100644
--- a/docs/dev/api/gammapy.data.EventList.html
+++ b/docs/dev/api/gammapy.data.EventList.html
@@ -66,7 +66,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.data.EventListMetaData.html b/docs/dev/api/gammapy.data.EventListMetaData.html
index 7de07bcbc9e..2269973a93e 100644
--- a/docs/dev/api/gammapy.data.EventListMetaData.html
+++ b/docs/dev/api/gammapy.data.EventListMetaData.html
@@ -66,7 +66,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.data.FixedPointingInfo.html b/docs/dev/api/gammapy.data.FixedPointingInfo.html
index aeb65a4cf5a..548a8da1f2e 100644
--- a/docs/dev/api/gammapy.data.FixedPointingInfo.html
+++ b/docs/dev/api/gammapy.data.FixedPointingInfo.html
@@ -66,7 +66,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.data.GTI.html b/docs/dev/api/gammapy.data.GTI.html
index a6e8c51417a..531692cfbf3 100644
--- a/docs/dev/api/gammapy.data.GTI.html
+++ b/docs/dev/api/gammapy.data.GTI.html
@@ -66,7 +66,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.data.HDUIndexTable.html b/docs/dev/api/gammapy.data.HDUIndexTable.html
index 682633dd6b4..269525b92f0 100644
--- a/docs/dev/api/gammapy.data.HDUIndexTable.html
+++ b/docs/dev/api/gammapy.data.HDUIndexTable.html
@@ -66,7 +66,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.data.Observation.html b/docs/dev/api/gammapy.data.Observation.html
index efbc6527f19..50dae944277 100644
--- a/docs/dev/api/gammapy.data.Observation.html
+++ b/docs/dev/api/gammapy.data.Observation.html
@@ -66,7 +66,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.data.ObservationFilter.html b/docs/dev/api/gammapy.data.ObservationFilter.html
index 2ff88320ee4..350de43cd79 100644
--- a/docs/dev/api/gammapy.data.ObservationFilter.html
+++ b/docs/dev/api/gammapy.data.ObservationFilter.html
@@ -66,7 +66,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.data.ObservationMetaData.html b/docs/dev/api/gammapy.data.ObservationMetaData.html
index 5b7f3567806..db3e3963ff1 100644
--- a/docs/dev/api/gammapy.data.ObservationMetaData.html
+++ b/docs/dev/api/gammapy.data.ObservationMetaData.html
@@ -66,7 +66,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.data.ObservationTable.html b/docs/dev/api/gammapy.data.ObservationTable.html
index 818f6d150ad..c12da10c001 100644
--- a/docs/dev/api/gammapy.data.ObservationTable.html
+++ b/docs/dev/api/gammapy.data.ObservationTable.html
@@ -66,7 +66,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.data.Observations.html b/docs/dev/api/gammapy.data.Observations.html
index 3625a31e492..8d716f74160 100644
--- a/docs/dev/api/gammapy.data.Observations.html
+++ b/docs/dev/api/gammapy.data.Observations.html
@@ -66,7 +66,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.data.ObservationsEventsSampler.html b/docs/dev/api/gammapy.data.ObservationsEventsSampler.html
index 6e0c9e14d28..28bca1cc425 100644
--- a/docs/dev/api/gammapy.data.ObservationsEventsSampler.html
+++ b/docs/dev/api/gammapy.data.ObservationsEventsSampler.html
@@ -66,7 +66,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.data.PointingInfo.html b/docs/dev/api/gammapy.data.PointingInfo.html
index c8dcfa7015b..5908635c89a 100644
--- a/docs/dev/api/gammapy.data.PointingInfo.html
+++ b/docs/dev/api/gammapy.data.PointingInfo.html
@@ -66,7 +66,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.data.PointingMode.html b/docs/dev/api/gammapy.data.PointingMode.html
index e4bd9634614..7079601b993 100644
--- a/docs/dev/api/gammapy.data.PointingMode.html
+++ b/docs/dev/api/gammapy.data.PointingMode.html
@@ -66,7 +66,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.data.get_irfs_features.html b/docs/dev/api/gammapy.data.get_irfs_features.html
index 84e11fecd87..8bf13131754 100644
--- a/docs/dev/api/gammapy.data.get_irfs_features.html
+++ b/docs/dev/api/gammapy.data.get_irfs_features.html
@@ -66,7 +66,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.data.observatory_locations.html b/docs/dev/api/gammapy.data.observatory_locations.html
index 39c4a769308..a9eb9763372 100644
--- a/docs/dev/api/gammapy.data.observatory_locations.html
+++ b/docs/dev/api/gammapy.data.observatory_locations.html
@@ -66,7 +66,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.datasets.DATASET_REGISTRY.html b/docs/dev/api/gammapy.datasets.DATASET_REGISTRY.html
index 8affd61c5c4..10565ce79eb 100644
--- a/docs/dev/api/gammapy.datasets.DATASET_REGISTRY.html
+++ b/docs/dev/api/gammapy.datasets.DATASET_REGISTRY.html
@@ -66,7 +66,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.datasets.Dataset.html b/docs/dev/api/gammapy.datasets.Dataset.html
index e1d7b1716d0..60515fb85dc 100644
--- a/docs/dev/api/gammapy.datasets.Dataset.html
+++ b/docs/dev/api/gammapy.datasets.Dataset.html
@@ -66,7 +66,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.datasets.Datasets.html b/docs/dev/api/gammapy.datasets.Datasets.html
index e9ef5f5b070..3449e2848fe 100644
--- a/docs/dev/api/gammapy.datasets.Datasets.html
+++ b/docs/dev/api/gammapy.datasets.Datasets.html
@@ -66,7 +66,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.datasets.FluxPointsDataset.html b/docs/dev/api/gammapy.datasets.FluxPointsDataset.html
index 2146f4b941e..08e4961a4b6 100644
--- a/docs/dev/api/gammapy.datasets.FluxPointsDataset.html
+++ b/docs/dev/api/gammapy.datasets.FluxPointsDataset.html
@@ -66,7 +66,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.datasets.MapDataset.html b/docs/dev/api/gammapy.datasets.MapDataset.html
index e0d3ac8f3f4..7f8d928b61f 100644
--- a/docs/dev/api/gammapy.datasets.MapDataset.html
+++ b/docs/dev/api/gammapy.datasets.MapDataset.html
@@ -67,7 +67,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.datasets.MapDatasetEventSampler.html b/docs/dev/api/gammapy.datasets.MapDatasetEventSampler.html
index def3add2706..fc0a0548303 100644
--- a/docs/dev/api/gammapy.datasets.MapDatasetEventSampler.html
+++ b/docs/dev/api/gammapy.datasets.MapDatasetEventSampler.html
@@ -66,7 +66,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.datasets.MapDatasetMetaData.html b/docs/dev/api/gammapy.datasets.MapDatasetMetaData.html
index ce323a752b6..83bb1881614 100644
--- a/docs/dev/api/gammapy.datasets.MapDatasetMetaData.html
+++ b/docs/dev/api/gammapy.datasets.MapDatasetMetaData.html
@@ -66,7 +66,7 @@
     
   
   
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@@ -952,7 +952,7 @@
 
MapDatasetMetaData#

 

 

-class gammapy.datasets.MapDatasetMetaData(*, creation: ~gammapy.utils.metadata.CreatorMetaData | None = CreatorMetaData(creator='Gammapy 1.3.dev925+ga5b9eb533', date=<Time object: scale='utc' format='datetime' value=2024-09-11 14:31:39.889006>, origin=None), obs_info: ~gammapy.utils.metadata.ObsInfoMetaData | list[~gammapy.utils.metadata.ObsInfoMetaData] | None = None, pointing: ~gammapy.utils.metadata.PointingInfoMetaData | list[~gammapy.utils.metadata.PointingInfoMetaData] | None = None, event_type: str | list[str] | None = None, optional: dict | None = None)[source]#

+class gammapy.datasets.MapDatasetMetaData(*, creation: ~gammapy.utils.metadata.CreatorMetaData | None = CreatorMetaData(creator='Gammapy 1.3.dev927+gd546a9ebc', date=<Time object: scale='utc' format='datetime' value=2024-09-17 09:57:01.336947>, origin=None), obs_info: ~gammapy.utils.metadata.ObsInfoMetaData | list[~gammapy.utils.metadata.ObsInfoMetaData] | None = None, pointing: ~gammapy.utils.metadata.PointingInfoMetaData | list[~gammapy.utils.metadata.PointingInfoMetaData] | None = None, event_type: str | list[str] | None = None, optional: dict | None = None)[source]#
 
Bases: MetaData

 
Metadata containing information about the Dataset.

 

@@ -1111,7 +1111,7 @@ 
MapDatasetMetaData
 

-model_fields: ClassVar[Dict[str, FieldInfo]] = {'creation': FieldInfo(annotation=Union[CreatorMetaData, NoneType], required=False, default=CreatorMetaData(creator='Gammapy 1.3.dev925+ga5b9eb533', date=<Time object: scale='utc' format='datetime' value=2024-09-11 14:31:39.889006>, origin=None)), 'event_type': FieldInfo(annotation=Union[str, list[str], NoneType], required=False, default=None), 'obs_info': FieldInfo(annotation=Union[ObsInfoMetaData, list[ObsInfoMetaData], NoneType], required=False, default=None), 'optional': FieldInfo(annotation=Union[dict, NoneType], required=False, default=None), 'pointing': FieldInfo(annotation=Union[PointingInfoMetaData, list[PointingInfoMetaData], NoneType], required=False, default=None)}#

+model_fields: ClassVar[Dict[str, FieldInfo]] = {'creation': FieldInfo(annotation=Union[CreatorMetaData, NoneType], required=False, default=CreatorMetaData(creator='Gammapy 1.3.dev927+gd546a9ebc', date=<Time object: scale='utc' format='datetime' value=2024-09-17 09:57:01.336947>, origin=None)), 'event_type': FieldInfo(annotation=Union[str, list[str], NoneType], required=False, default=None), 'obs_info': FieldInfo(annotation=Union[ObsInfoMetaData, list[ObsInfoMetaData], NoneType], required=False, default=None), 'optional': FieldInfo(annotation=Union[dict, NoneType], required=False, default=None), 'pointing': FieldInfo(annotation=Union[PointingInfoMetaData, list[PointingInfoMetaData], NoneType], required=False, default=None)}#
 
Metadata about the fields defined on the model,
 mapping of field names to [FieldInfo][pydantic.fields.FieldInfo] objects.

 
This replaces Model.__fields__ from Pydantic V1.

diff --git a/docs/dev/api/gammapy.datasets.MapDatasetOnOff.html b/docs/dev/api/gammapy.datasets.MapDatasetOnOff.html
index 05b4ef89e64..5b0b41efb9d 100644
--- a/docs/dev/api/gammapy.datasets.MapDatasetOnOff.html
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diff --git a/docs/dev/api/gammapy.datasets.OGIPDatasetReader.html b/docs/dev/api/gammapy.datasets.OGIPDatasetReader.html
index de9635400eb..ab751767901 100644
--- a/docs/dev/api/gammapy.datasets.OGIPDatasetReader.html
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diff --git a/docs/dev/api/gammapy.datasets.OGIPDatasetWriter.html b/docs/dev/api/gammapy.datasets.OGIPDatasetWriter.html
index 540eaf44881..e8daf0794dc 100644
--- a/docs/dev/api/gammapy.datasets.OGIPDatasetWriter.html
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@@ -66,7 +66,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.datasets.ObservationEventSampler.html b/docs/dev/api/gammapy.datasets.ObservationEventSampler.html
index 010f9812293..21da80abb26 100644
--- a/docs/dev/api/gammapy.datasets.ObservationEventSampler.html
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@@ -66,7 +66,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.datasets.SpectrumDataset.html b/docs/dev/api/gammapy.datasets.SpectrumDataset.html
index e0f35f0ddf5..4d4b196fae4 100644
--- a/docs/dev/api/gammapy.datasets.SpectrumDataset.html
+++ b/docs/dev/api/gammapy.datasets.SpectrumDataset.html
@@ -67,7 +67,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.datasets.SpectrumDatasetOnOff.html b/docs/dev/api/gammapy.datasets.SpectrumDatasetOnOff.html
index f8212b272a0..858f44dd855 100644
--- a/docs/dev/api/gammapy.datasets.SpectrumDatasetOnOff.html
+++ b/docs/dev/api/gammapy.datasets.SpectrumDatasetOnOff.html
@@ -67,7 +67,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.datasets.apply_edisp.html b/docs/dev/api/gammapy.datasets.apply_edisp.html
index caa9339f7b3..2f97b18a4be 100644
--- a/docs/dev/api/gammapy.datasets.apply_edisp.html
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@@ -66,7 +66,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.datasets.create_map_dataset_from_observation.html b/docs/dev/api/gammapy.datasets.create_map_dataset_from_observation.html
index fb3d19eb56a..43303623141 100644
--- a/docs/dev/api/gammapy.datasets.create_map_dataset_from_observation.html
+++ b/docs/dev/api/gammapy.datasets.create_map_dataset_from_observation.html
@@ -66,7 +66,7 @@
     
   
   
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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 93ecd0b53d2..a1573e9e7cb 100644
--- a/docs/dev/api/gammapy.datasets.create_map_dataset_geoms.html
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diff --git a/docs/dev/api/gammapy.datasets.split_dataset.html b/docs/dev/api/gammapy.datasets.split_dataset.html
index 79b293d5650..1bd8bb392ce 100644
--- a/docs/dev/api/gammapy.datasets.split_dataset.html
+++ b/docs/dev/api/gammapy.datasets.split_dataset.html
@@ -66,7 +66,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.datasets.utils.apply_edisp.html b/docs/dev/api/gammapy.datasets.utils.apply_edisp.html
index c47f4c641ec..7ae289a9f03 100644
--- a/docs/dev/api/gammapy.datasets.utils.apply_edisp.html
+++ b/docs/dev/api/gammapy.datasets.utils.apply_edisp.html
@@ -66,7 +66,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.datasets.utils.split_dataset.html b/docs/dev/api/gammapy.datasets.utils.split_dataset.html
index eeacd2fb281..d61682fb550 100644
--- a/docs/dev/api/gammapy.datasets.utils.split_dataset.html
+++ b/docs/dev/api/gammapy.datasets.utils.split_dataset.html
@@ -66,7 +66,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.estimators.ASmoothMapEstimator.html b/docs/dev/api/gammapy.estimators.ASmoothMapEstimator.html
index e28739badd4..067f3668c85 100644
--- a/docs/dev/api/gammapy.estimators.ASmoothMapEstimator.html
+++ b/docs/dev/api/gammapy.estimators.ASmoothMapEstimator.html
@@ -66,7 +66,7 @@
     
   
   
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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 d59e565aab1..881431c0f33 100644
--- a/docs/dev/api/gammapy.estimators.ESTIMATOR_REGISTRY.html
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@@ -66,7 +66,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.estimators.EnergyDependentMorphologyEstimator.html b/docs/dev/api/gammapy.estimators.EnergyDependentMorphologyEstimator.html
index 8c156390b43..eafb083f074 100644
--- a/docs/dev/api/gammapy.estimators.EnergyDependentMorphologyEstimator.html
+++ b/docs/dev/api/gammapy.estimators.EnergyDependentMorphologyEstimator.html
@@ -66,7 +66,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.estimators.Estimator.html b/docs/dev/api/gammapy.estimators.Estimator.html
index af3d57c8457..7e49f06b2a9 100644
--- a/docs/dev/api/gammapy.estimators.Estimator.html
+++ b/docs/dev/api/gammapy.estimators.Estimator.html
@@ -66,7 +66,7 @@
     
   
   
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+    
   
   
   
diff --git a/docs/dev/api/gammapy.estimators.ExcessMapEstimator.html b/docs/dev/api/gammapy.estimators.ExcessMapEstimator.html
index c46b30bf6ae..06f9580cc33 100644
--- a/docs/dev/api/gammapy.estimators.ExcessMapEstimator.html
+++ b/docs/dev/api/gammapy.estimators.ExcessMapEstimator.html
@@ -66,7 +66,7 @@
     
   
   
-    
+    
   
   
   
diff --git a/docs/dev/api/gammapy.estimators.FluxMaps.html b/docs/dev/api/gammapy.estimators.FluxMaps.html
index aa96fde25cd..a7a53653452 100644
--- a/docs/dev/api/gammapy.estimators.FluxMaps.html
+++ b/docs/dev/api/gammapy.estimators.FluxMaps.html
@@ -67,7 +67,7 @@
     
   
   
-    
+    
   
   
   
diff --git a/docs/dev/api/gammapy.estimators.FluxMetaData.html b/docs/dev/api/gammapy.estimators.FluxMetaData.html
index 34f2d4fdc21..901f61883c8 100644
--- a/docs/dev/api/gammapy.estimators.FluxMetaData.html
+++ b/docs/dev/api/gammapy.estimators.FluxMetaData.html
@@ -66,7 +66,7 @@
     
   
   
-    
+    
   
   
   
@@ -952,7 +952,7 @@
 
FluxMetaData#

 

 

-class gammapy.estimators.FluxMetaData(*, sed_type: ~gammapy.estimators.metadata.SEDTYPEEnum | None = None, sed_type_init: ~gammapy.estimators.metadata.SEDTYPEEnum | None = None, n_sigma: float | None = None, n_sigma_ul: float | None = None, sqrt_ts_threshold_ul: float | None = None, n_sigma_sensitivity: float | None = None, target: ~gammapy.utils.metadata.TargetMetaData | None = None, creation: ~gammapy.utils.metadata.CreatorMetaData | None = CreatorMetaData(creator='Gammapy 1.3.dev925+ga5b9eb533', date=<Time object: scale='utc' format='datetime' value=2024-09-11 14:31:39.937764>, origin=None), optional: dict | None = None)[source]#

+class gammapy.estimators.FluxMetaData(*, sed_type: ~gammapy.estimators.metadata.SEDTYPEEnum | None = None, sed_type_init: ~gammapy.estimators.metadata.SEDTYPEEnum | None = None, n_sigma: float | None = None, n_sigma_ul: float | None = None, sqrt_ts_threshold_ul: float | None = None, n_sigma_sensitivity: float | None = None, target: ~gammapy.utils.metadata.TargetMetaData | None = None, creation: ~gammapy.utils.metadata.CreatorMetaData | None = CreatorMetaData(creator='Gammapy 1.3.dev927+gd546a9ebc', date=<Time object: scale='utc' format='datetime' value=2024-09-17 09:57:01.384089>, origin=None), optional: dict | None = None)[source]#
 
Bases: MetaData

 
Metadata containing information about the FluxPoints and FluxMaps.

 

@@ -1117,7 +1117,7 @@ 
FluxMetaData
 

-model_fields: ClassVar[Dict[str, FieldInfo]] = {'creation': FieldInfo(annotation=Union[CreatorMetaData, NoneType], required=False, default=CreatorMetaData(creator='Gammapy 1.3.dev925+ga5b9eb533', date=<Time object: scale='utc' format='datetime' value=2024-09-11 14:31:39.937764>, origin=None)), 'n_sigma': FieldInfo(annotation=Union[float, NoneType], required=False, default=None), 'n_sigma_sensitivity': FieldInfo(annotation=Union[float, NoneType], required=False, default=None), 'n_sigma_ul': FieldInfo(annotation=Union[float, NoneType], required=False, default=None), 'optional': FieldInfo(annotation=Union[dict, NoneType], required=False, default=None), 'sed_type': FieldInfo(annotation=Union[SEDTYPEEnum, NoneType], required=False, default=None), 'sed_type_init': FieldInfo(annotation=Union[SEDTYPEEnum, NoneType], required=False, default=None), 'sqrt_ts_threshold_ul': FieldInfo(annotation=Union[float, NoneType], required=False, default=None), 'target': FieldInfo(annotation=Union[TargetMetaData, NoneType], required=False, default=None)}#

+model_fields: ClassVar[Dict[str, FieldInfo]] = {'creation': FieldInfo(annotation=Union[CreatorMetaData, NoneType], required=False, default=CreatorMetaData(creator='Gammapy 1.3.dev927+gd546a9ebc', date=<Time object: scale='utc' format='datetime' value=2024-09-17 09:57:01.384089>, origin=None)), 'n_sigma': FieldInfo(annotation=Union[float, NoneType], required=False, default=None), 'n_sigma_sensitivity': FieldInfo(annotation=Union[float, NoneType], required=False, default=None), 'n_sigma_ul': FieldInfo(annotation=Union[float, NoneType], required=False, default=None), 'optional': FieldInfo(annotation=Union[dict, NoneType], required=False, default=None), 'sed_type': FieldInfo(annotation=Union[SEDTYPEEnum, NoneType], required=False, default=None), 'sed_type_init': FieldInfo(annotation=Union[SEDTYPEEnum, NoneType], required=False, default=None), 'sqrt_ts_threshold_ul': FieldInfo(annotation=Union[float, NoneType], required=False, default=None), 'target': FieldInfo(annotation=Union[TargetMetaData, NoneType], required=False, default=None)}#
 
Metadata about the fields defined on the model,
 mapping of field names to [FieldInfo][pydantic.fields.FieldInfo] objects.

 
This replaces Model.__fields__ from Pydantic V1.

diff --git a/docs/dev/api/gammapy.estimators.FluxPoints.html b/docs/dev/api/gammapy.estimators.FluxPoints.html
index bcd1dfaa8ad..2e1ad67d651 100644
--- a/docs/dev/api/gammapy.estimators.FluxPoints.html
+++ b/docs/dev/api/gammapy.estimators.FluxPoints.html
@@ -67,7 +67,7 @@
     
   
   
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+    
   
   
   
diff --git a/docs/dev/api/gammapy.estimators.FluxPointsEstimator.html b/docs/dev/api/gammapy.estimators.FluxPointsEstimator.html
index 8fdfccacd58..c3c9d67088b 100644
--- a/docs/dev/api/gammapy.estimators.FluxPointsEstimator.html
+++ b/docs/dev/api/gammapy.estimators.FluxPointsEstimator.html
@@ -66,7 +66,7 @@
     
   
   
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+    
   
   
   
diff --git a/docs/dev/api/gammapy.estimators.FluxProfileEstimator.html b/docs/dev/api/gammapy.estimators.FluxProfileEstimator.html
index 96f77bc79c7..4e93bf33282 100644
--- a/docs/dev/api/gammapy.estimators.FluxProfileEstimator.html
+++ b/docs/dev/api/gammapy.estimators.FluxProfileEstimator.html
@@ -66,7 +66,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.estimators.ImageProfile.html b/docs/dev/api/gammapy.estimators.ImageProfile.html
index d605621cdbb..132bd876653 100644
--- a/docs/dev/api/gammapy.estimators.ImageProfile.html
+++ b/docs/dev/api/gammapy.estimators.ImageProfile.html
@@ -67,7 +67,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.estimators.ImageProfileEstimator.html b/docs/dev/api/gammapy.estimators.ImageProfileEstimator.html
index 62374639fc8..626284c37fd 100644
--- a/docs/dev/api/gammapy.estimators.ImageProfileEstimator.html
+++ b/docs/dev/api/gammapy.estimators.ImageProfileEstimator.html
@@ -66,7 +66,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.estimators.LightCurveEstimator.html b/docs/dev/api/gammapy.estimators.LightCurveEstimator.html
index f5549057ee9..70d3cb1e7ae 100644
--- a/docs/dev/api/gammapy.estimators.LightCurveEstimator.html
+++ b/docs/dev/api/gammapy.estimators.LightCurveEstimator.html
@@ -66,7 +66,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.estimators.ParameterEstimator.html b/docs/dev/api/gammapy.estimators.ParameterEstimator.html
index 64d609f5486..d3e2d852c6e 100644
--- a/docs/dev/api/gammapy.estimators.ParameterEstimator.html
+++ b/docs/dev/api/gammapy.estimators.ParameterEstimator.html
@@ -66,7 +66,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.estimators.SensitivityEstimator.html b/docs/dev/api/gammapy.estimators.SensitivityEstimator.html
index abc481ee31b..24b047648cc 100644
--- a/docs/dev/api/gammapy.estimators.SensitivityEstimator.html
+++ b/docs/dev/api/gammapy.estimators.SensitivityEstimator.html
@@ -66,7 +66,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.estimators.TSMapEstimator.html b/docs/dev/api/gammapy.estimators.TSMapEstimator.html
index b76617c0a70..0aa7bb31fc5 100644
--- a/docs/dev/api/gammapy.estimators.TSMapEstimator.html
+++ b/docs/dev/api/gammapy.estimators.TSMapEstimator.html
@@ -67,7 +67,7 @@
     
   
   
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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 9184ec21939..0e1c1e487df 100644
--- a/docs/dev/api/gammapy.estimators.utils.compute_lightcurve_doublingtime.html
+++ b/docs/dev/api/gammapy.estimators.utils.compute_lightcurve_doublingtime.html
@@ -66,7 +66,7 @@
     
   
   
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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 b2897c3c784..53d6e8f7a0b 100644
--- a/docs/dev/api/gammapy.estimators.utils.compute_lightcurve_fpp.html
+++ b/docs/dev/api/gammapy.estimators.utils.compute_lightcurve_fpp.html
@@ -66,7 +66,7 @@
     
   
   
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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 ac64be640ca..4b6766bfbec 100644
--- a/docs/dev/api/gammapy.estimators.utils.compute_lightcurve_fvar.html
+++ b/docs/dev/api/gammapy.estimators.utils.compute_lightcurve_fvar.html
@@ -66,7 +66,7 @@
     
   
   
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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 6bcc84b9cca..dfb8a957749 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
@@ -66,7 +66,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.estimators.utils.find_peaks.html b/docs/dev/api/gammapy.estimators.utils.find_peaks.html
index b6d7f7133f4..dfb166ebf8b 100644
--- a/docs/dev/api/gammapy.estimators.utils.find_peaks.html
+++ b/docs/dev/api/gammapy.estimators.utils.find_peaks.html
@@ -66,7 +66,7 @@
     
   
   
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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 6b1c850e553..c96d812f664 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
@@ -66,7 +66,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.estimators.utils.get_combined_significance_maps.html b/docs/dev/api/gammapy.estimators.utils.get_combined_significance_maps.html
index 6555b644364..eb1ad78da18 100644
--- a/docs/dev/api/gammapy.estimators.utils.get_combined_significance_maps.html
+++ b/docs/dev/api/gammapy.estimators.utils.get_combined_significance_maps.html
@@ -66,7 +66,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.estimators.utils.get_rebinned_axis.html b/docs/dev/api/gammapy.estimators.utils.get_rebinned_axis.html
index 294645eef56..a4d796ecccd 100644
--- a/docs/dev/api/gammapy.estimators.utils.get_rebinned_axis.html
+++ b/docs/dev/api/gammapy.estimators.utils.get_rebinned_axis.html
@@ -66,7 +66,7 @@
     
   
   
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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 416a9a10847..4bdb27f2de8 100644
--- a/docs/dev/api/gammapy.estimators.utils.resample_energy_edges.html
+++ b/docs/dev/api/gammapy.estimators.utils.resample_energy_edges.html
@@ -66,7 +66,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.irf.Background2D.html b/docs/dev/api/gammapy.irf.Background2D.html
index 0ab726eebee..01659a33c01 100644
--- a/docs/dev/api/gammapy.irf.Background2D.html
+++ b/docs/dev/api/gammapy.irf.Background2D.html
@@ -66,7 +66,7 @@
     
   
   
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+    
   
   
   
diff --git a/docs/dev/api/gammapy.irf.Background3D.html b/docs/dev/api/gammapy.irf.Background3D.html
index 75a45a2695c..e802be55766 100644
--- a/docs/dev/api/gammapy.irf.Background3D.html
+++ b/docs/dev/api/gammapy.irf.Background3D.html
@@ -66,7 +66,7 @@
     
   
   
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+    
   
   
   
diff --git a/docs/dev/api/gammapy.irf.BackgroundIRF.html b/docs/dev/api/gammapy.irf.BackgroundIRF.html
index 5eed7ca10a9..639ba7a3172 100644
--- a/docs/dev/api/gammapy.irf.BackgroundIRF.html
+++ b/docs/dev/api/gammapy.irf.BackgroundIRF.html
@@ -66,7 +66,7 @@
     
   
   
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+    
   
   
   
diff --git a/docs/dev/api/gammapy.irf.EDispKernel.html b/docs/dev/api/gammapy.irf.EDispKernel.html
index d07660c0974..e813e07d75f 100644
--- a/docs/dev/api/gammapy.irf.EDispKernel.html
+++ b/docs/dev/api/gammapy.irf.EDispKernel.html
@@ -67,7 +67,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.irf.EDispKernelMap.html b/docs/dev/api/gammapy.irf.EDispKernelMap.html
index f50559f2089..5ab0bb11e90 100644
--- a/docs/dev/api/gammapy.irf.EDispKernelMap.html
+++ b/docs/dev/api/gammapy.irf.EDispKernelMap.html
@@ -66,7 +66,7 @@
     
   
   
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+    
   
   
   
diff --git a/docs/dev/api/gammapy.irf.EDispMap.html b/docs/dev/api/gammapy.irf.EDispMap.html
index 666fc4ad7c1..6b3843a237f 100644
--- a/docs/dev/api/gammapy.irf.EDispMap.html
+++ b/docs/dev/api/gammapy.irf.EDispMap.html
@@ -66,7 +66,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.irf.EffectiveAreaTable2D.html b/docs/dev/api/gammapy.irf.EffectiveAreaTable2D.html
index b804f4049e9..4867e3c53b9 100644
--- a/docs/dev/api/gammapy.irf.EffectiveAreaTable2D.html
+++ b/docs/dev/api/gammapy.irf.EffectiveAreaTable2D.html
@@ -67,7 +67,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.irf.EnergyDependentMultiGaussPSF.html b/docs/dev/api/gammapy.irf.EnergyDependentMultiGaussPSF.html
index 0a74d0f6a5e..19cad3dc08e 100644
--- a/docs/dev/api/gammapy.irf.EnergyDependentMultiGaussPSF.html
+++ b/docs/dev/api/gammapy.irf.EnergyDependentMultiGaussPSF.html
@@ -66,7 +66,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.irf.EnergyDispersion2D.html b/docs/dev/api/gammapy.irf.EnergyDispersion2D.html
index d72a8571b60..b010c507277 100644
--- a/docs/dev/api/gammapy.irf.EnergyDispersion2D.html
+++ b/docs/dev/api/gammapy.irf.EnergyDispersion2D.html
@@ -66,7 +66,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.irf.FoVAlignment.html b/docs/dev/api/gammapy.irf.FoVAlignment.html
index 825552b0285..3ff9a750124 100644
--- a/docs/dev/api/gammapy.irf.FoVAlignment.html
+++ b/docs/dev/api/gammapy.irf.FoVAlignment.html
@@ -66,7 +66,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.irf.IRF.html b/docs/dev/api/gammapy.irf.IRF.html
index aea048438c2..af828ab91d2 100644
--- a/docs/dev/api/gammapy.irf.IRF.html
+++ b/docs/dev/api/gammapy.irf.IRF.html
@@ -66,7 +66,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.irf.IRFMap.html b/docs/dev/api/gammapy.irf.IRFMap.html
index f24d3965e2c..7efb15faba4 100644
--- a/docs/dev/api/gammapy.irf.IRFMap.html
+++ b/docs/dev/api/gammapy.irf.IRFMap.html
@@ -66,7 +66,7 @@
     
   
   
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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 52ef5287f28..6574bb93db0 100644
--- a/docs/dev/api/gammapy.irf.IRF_REGISTRY.html
+++ b/docs/dev/api/gammapy.irf.IRF_REGISTRY.html
@@ -66,7 +66,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.irf.PSF3D.html b/docs/dev/api/gammapy.irf.PSF3D.html
index 22196dd0946..9b418a310af 100644
--- a/docs/dev/api/gammapy.irf.PSF3D.html
+++ b/docs/dev/api/gammapy.irf.PSF3D.html
@@ -66,7 +66,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.irf.PSFKernel.html b/docs/dev/api/gammapy.irf.PSFKernel.html
index 6f8bb99a79e..8f04c078baf 100644
--- a/docs/dev/api/gammapy.irf.PSFKernel.html
+++ b/docs/dev/api/gammapy.irf.PSFKernel.html
@@ -66,7 +66,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.irf.PSFKing.html b/docs/dev/api/gammapy.irf.PSFKing.html
index 3f3b20544ef..f3733e88c2c 100644
--- a/docs/dev/api/gammapy.irf.PSFKing.html
+++ b/docs/dev/api/gammapy.irf.PSFKing.html
@@ -66,7 +66,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.irf.PSFMap.html b/docs/dev/api/gammapy.irf.PSFMap.html
index a87bf3df423..fc546ff9533 100644
--- a/docs/dev/api/gammapy.irf.PSFMap.html
+++ b/docs/dev/api/gammapy.irf.PSFMap.html
@@ -66,7 +66,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.irf.ParametricPSF.html b/docs/dev/api/gammapy.irf.ParametricPSF.html
index 00133aca9d7..aa94dfb26b9 100644
--- a/docs/dev/api/gammapy.irf.ParametricPSF.html
+++ b/docs/dev/api/gammapy.irf.ParametricPSF.html
@@ -66,7 +66,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.irf.RadMax2D.html b/docs/dev/api/gammapy.irf.RadMax2D.html
index eddc650790d..0bbcc519122 100644
--- a/docs/dev/api/gammapy.irf.RadMax2D.html
+++ b/docs/dev/api/gammapy.irf.RadMax2D.html
@@ -66,7 +66,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.irf.RecoPSFMap.html b/docs/dev/api/gammapy.irf.RecoPSFMap.html
index b77a6394fab..8de1fe4aca5 100644
--- a/docs/dev/api/gammapy.irf.RecoPSFMap.html
+++ b/docs/dev/api/gammapy.irf.RecoPSFMap.html
@@ -66,7 +66,7 @@
     
   
   
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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 71c4fa440fd..e554c96c7cc 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
@@ -66,7 +66,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.makers.AdaptiveRingBackgroundMaker.html b/docs/dev/api/gammapy.makers.AdaptiveRingBackgroundMaker.html
index f907d8064f1..87d2b4a0b26 100644
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Gammapy#

-
Date: Sep 11, 2024 Version: 1.3.dev925+ga5b9eb533

+
Date: Sep 17, 2024 Version: 1.3.dev927+gd546a9ebc

 
Useful links:
 Web page |
 Recipes  |
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51, 52, 53, 54, 133, 287, 383, 437, 463, 566], "charg": [398, 543], "chatti": [372, 456], "cheat": 407, "check": [28, 29, 30, 31, 32, 35, 36, 37, 39, 40, 82, 83, 86, 87, 88, 91, 102, 105, 106, 109, 110, 122, 124, 145, 146, 147, 153, 158, 161, 186, 187, 188, 189, 190, 191, 192, 193, 196, 197, 198, 199, 200, 201, 210, 212, 219, 241, 257, 295, 346, 348, 375, 388, 394, 398, 401, 402, 404, 405, 406, 409, 418, 423, 431, 444, 462, 473, 487, 495, 507, 511, 520, 564, 567, 568], "check_limit": [209, 210, 211, 212], "check_random_st": 372, "check_tutorials_setup": [441, 443, 446, 447, 448, 449, 450, 451, 452, 454, 455, 456, 457, 458, 459, 460, 464, 465, 466, 467, 469, 470, 471, 472, 474, 475, 476, 477, 478, 480, 482, 483, 484, 485, 491, 492, 493], "checker": [429, 432], "checklist": 402, "checkout": [372, 375, 414, 454, 458, 478], "checksum": [83, 86, 88, 100, 101, 102, 105, 106, 107, 109, 110, 122, 124, 145, 146, 147, 153, 158, 161, 188, 189, 191, 195, 197, 200, 201, 207, 219, 241, 335, 338, 341, 438, 455, 483], "chen": 432, "cherenkov": [148, 385, 404, 409, 443, 446, 452, 464, 474, 482, 484, 516, 517, 566], "cherri": [372, 379, 386, 397], "chi": [286, 387, 568, 569, 570], "chi2": [101, 139, 384, 414, 446, 457, 466, 472, 503, 569], "chi2assym": 417, "child": 382, "children": [454, 462, 475, 491, 492], "chime": 375, "chisq": 286, "chisquar": 286, "chmod": 567, "choic": [385, 389, 391, 398, 446, 447, 449, 451, 472, 484, 491, 508, 564, 567], "choos": [45, 77, 186, 187, 190, 192, 193, 196, 199, 270, 313, 372, 384, 386, 388, 392, 404, 423, 444, 446, 450, 454, 456, 466, 471, 472, 474, 475, 477, 478, 479, 483, 492, 507, 567], "chose": [458, 483, 484, 569, 571], "chosen": [26, 145, 158, 161, 187, 188, 189, 197, 200, 201, 219, 228, 241, 372, 375, 387, 388, 391, 447, 465, 474, 475, 479, 480, 484, 491, 505, 515, 516, 520], "christoph": [377, 378, 379, 380, 381, 382, 383, 384, 386, 388, 389, 390, 391, 392, 411, 412, 413, 414, 415, 416, 417, 418, 424, 427, 428, 429, 430, 431, 432, 433], "chrome": [87, 91], "chromei": 425, "chunk": [147, 158, 161], "chunk_siz": [147, 158, 161], "ci": [372, 375, 379, 398, 402, 417, 423, 425, 428, 434], "circl": [83, 176, 369, 373, 386, 425, 446, 456, 466, 469, 474, 476, 479, 482, 492, 493, 504, 514, 516, 517, 520], "circle_area": 373, "circleannulusskyregion": [254, 255, 516], "circledast": 503, "circlepixelregion": 386, "circleskyregion": [102, 105, 109, 110, 170, 171, 175, 199, 220, 373, 386, 441, 443, 446, 448, 449, 452, 454, 456, 458, 459, 465, 469, 471, 474, 476, 477, 492, 514, 516, 517, 520], "circular": [91, 102, 105, 175, 187, 189, 199, 383, 391, 393, 443, 448, 471, 479, 516, 520], "circumv": [19, 20, 26, 213, 214, 217, 221, 223, 224, 225, 229, 235, 236, 238, 242, 244, 246, 247, 248, 253, 258, 260, 261, 262, 263, 266, 270], "cirelli": [26, 495], "citat": 401, "cite": [375, 398], "cl": [16, 84, 90, 102, 104, 109, 123, 399], "clabel": 472, "clang": 408, "clarif": 377, "clarifi": [396, 437], "class": [6, 15, 16, 17, 18, 19, 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271, 281, 283, 307, 308, 311, 319, 321, 346, 359, 375, 378, 381, 384, 385, 386, 387, 388, 390, 391, 392, 393, 394, 395, 400, 404, 408, 411, 413, 414, 415, 416, 417, 418, 419, 420, 423, 424, 425, 427, 428, 429, 430, 431, 432, 433, 434, 436, 437, 438, 441, 444, 446, 447, 448, 449, 450, 451, 452, 456, 458, 459, 462, 464, 467, 470, 471, 472, 473, 474, 475, 478, 480, 482, 483, 484, 491, 493, 498, 502, 503, 504, 505, 506, 507, 509, 510, 511, 512, 515, 517, 518, 519, 520, 521, 543, 552, 564, 565, 566, 567, 572], "class1": 470, "class2": 470, "classic": [381, 390, 404, 413, 443, 446, 452, 456, 471, 474, 505, 507, 516, 517, 566, 569], "classifi": 484, "classmethod": [16, 19, 20, 26, 28, 29, 30, 31, 32, 35, 36, 37, 39, 40, 56, 82, 83, 84, 85, 86, 87, 88, 90, 91, 92, 94, 100, 101, 102, 104, 105, 109, 110, 122, 123, 124, 142, 143, 144, 145, 146, 147, 148, 149, 150, 152, 153, 155, 156, 157, 158, 159, 160, 161, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 204, 210, 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40], "col_label": 366, "collabor": [77, 362, 363, 377, 379, 381, 385, 425, 457, 483, 566], "colleagu": [375, 567], "collect": [195, 241, 372, 374, 399, 402, 430, 431, 447, 471, 477, 495, 504, 508, 512, 566, 571], "collis": 50, "colnam": [87, 91, 188, 189, 191, 197, 200, 201, 483, 493], "color": [101, 109, 110, 142, 143, 201, 361, 362, 363, 366, 369, 373, 441, 442, 444, 446, 447, 448, 449, 450, 452, 454, 456, 457, 460, 464, 467, 469, 472, 474, 477, 479, 480, 507, 516, 520, 524, 525, 543], "colorbar": [124, 142, 143, 145, 148, 149, 150, 155, 156, 157, 159, 201, 360, 366, 472, 475], "colorblind": 507, "colorblind10": 507, "colormap": [361, 362, 363, 411, 424, 493], "colormap_hess": [393, 572], "colormap_milagro": 572, "colour": 434, "column": [41, 43, 44, 46, 47, 56, 83, 87, 91, 103, 108, 122, 124, 127, 137, 142, 143, 145, 169, 188, 189, 190, 191, 192, 193, 197, 198, 200, 201, 268, 289, 297, 342, 343, 344, 345, 365, 366, 369, 370, 372, 385, 387, 396, 434, 437, 438, 441, 458, 459, 467, 470, 475, 478, 482, 504, 507], "column_nam": 473, "column_prefix": 193, "columnclass": [87, 91], "columnspac": 369, "com": [133, 139, 295, 326, 327, 339, 375, 392, 401, 402, 405], "combin": [99, 101, 102, 105, 109, 110, 140, 174, 182, 188, 189, 191, 196, 197, 200, 201, 214, 257, 372, 378, 382, 383, 384, 385, 386, 387, 392, 395, 404, 416, 431, 437, 444, 449, 454, 455, 462, 466, 471, 472, 473, 474, 475, 476, 478, 484, 492, 493, 495, 497, 507, 514, 519, 535, 565, 566], "combined_ev": 504, "combining_and_defin": [441, 449, 451, 454, 456, 462, 466, 482], "come": [69, 375, 378, 379, 380, 381, 382, 386, 387, 388, 389, 391, 392, 397, 399, 401, 402, 419, 420, 423, 432, 433, 437, 446, 454, 462, 478, 482, 491, 567], "comma": [71, 72, 74, 75, 76, 78, 79, 80, 470], "command": [6, 13, 94, 101, 124, 149, 155, 157, 159, 371, 373, 375, 380, 381, 383, 388, 389, 402, 403, 404, 405, 406, 407, 413, 417, 428, 431, 432, 434, 458, 506, 565], "commensur": 201, "comment": [124, 372, 373, 377, 381, 385, 386, 388, 389, 391, 393, 395, 397, 398], "commit": [372, 375, 380, 386, 397, 398, 410, 411, 434], "committe": [377, 379, 397, 398], "commod": 398, "common": [95, 371, 372, 373, 375, 377, 378, 386, 388, 392, 393, 395, 396, 398, 405, 407, 408, 423, 425, 447, 448, 460, 470, 473, 476, 478, 491, 492, 495, 502, 505, 506, 520, 525, 567], "common_irf_head": 473, "commonli": [29, 83, 386, 390, 432, 460, 495, 564, 565, 567, 569, 572], "commun": [388, 394, 398, 401, 403, 409, 485], "comp": 470, "compact": [16, 84, 87, 90, 91, 104, 123], "compar": [87, 91, 125, 126, 129, 130, 142, 143, 144, 145, 148, 149, 150, 152, 155, 157, 159, 160, 187, 188, 189, 191, 196, 197, 199, 200, 201, 206, 279, 372, 386, 389, 392, 420, 436, 437, 441, 442, 443, 446, 450, 454, 457, 460, 462, 465, 470, 472, 474, 480, 483, 491, 502, 566, 568], "comparison": [86, 87, 91, 100, 129, 142, 143, 144, 145, 148, 149, 150, 152, 155, 157, 159, 160, 187, 188, 189, 191, 193, 196, 197, 199, 200, 201, 329, 428, 497], "compat": [28, 29, 30, 31, 32, 35, 36, 37, 39, 40, 87, 91, 188, 189, 191, 200, 201, 227, 377, 379, 383, 386, 395, 397, 399, 400, 408, 411, 413, 415, 432, 438, 475, 519], "compil": [375, 424], "complain": 375, "complaint": 390, "complement": 392, "complementari": [101, 446], "complet": [13, 16, 84, 90, 104, 123, 329, 372, 378, 382, 383, 384, 385, 386, 389, 390, 392, 396, 397, 398, 405, 410, 412, 413, 414, 415, 416, 417, 418, 419, 420, 423, 425, 428, 429, 430, 431, 432, 433, 454, 459, 472, 479, 487, 507, 512], "complex": [372, 373, 378, 382, 386, 387, 388, 394, 396, 408, 443, 446, 456, 459, 463, 466, 471, 475, 476, 478, 479, 483, 516], "complianc": [398, 434], "compliant": [188, 189, 191, 200, 201, 438, 566], "complic": [386, 520], "compon": [15, 28, 29, 30, 31, 32, 35, 36, 37, 39, 40, 67, 80, 81, 88, 102, 103, 105, 108, 109, 110, 129, 133, 160, 162, 196, 219, 241, 242, 257, 272, 383, 384, 385, 388, 394, 395, 413, 417, 419, 423, 431, 432, 442, 447, 448, 449, 451, 454, 455, 456, 457, 458, 459, 462, 464, 465, 466, 470, 471, 477, 478, 482, 483, 491, 492, 495, 503, 505, 507, 520, 523, 524, 525, 526, 527, 528, 529, 530, 531, 533, 534, 535, 536, 537, 538, 539, 540, 541, 542, 543, 544, 545, 546, 547, 548, 549, 550, 551, 552, 554, 555, 556, 557, 558, 559, 560, 561, 562, 564, 566], "component_1": 383, "component_2": 383, "component_class": 470, "components_model": 80, "components_statu": 67, "compos": [28, 29, 30, 31, 32, 35, 36, 37, 39, 40, 378, 398], "composit": [57, 70, 80, 310, 398, 430], "compound": [196, 203, 214, 330, 334, 386, 395, 440, 442, 460, 521, 553], "compoundmodel": [28, 29, 30, 31, 32, 35, 36, 37, 39, 40, 425], "compoundpixelregion": 334, "compoundskymodel": 383, "compoundskyregion": [203, 330, 334], "compoundsourcemodel": 383, "compoundspectralmodel": [252, 395, 437, 442, 478, 483, 533, 535, 539, 542, 544, 547, 552], "compress": 380, "compris": 484, "compromis": [372, 377, 385, 480], "compton": [242, 419, 543], "compulsori": 478, "comput": [16, 19, 20, 23, 26, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 83, 84, 86, 88, 90, 94, 96, 100, 101, 102, 104, 105, 109, 110, 117, 119, 121, 122, 123, 124, 125, 126, 128, 129, 130, 131, 132, 133, 134, 135, 137, 139, 142, 143, 144, 145, 146, 147, 148, 149, 150, 152, 153, 155, 156, 157, 158, 159, 160, 161, 163, 174, 175, 177, 180, 181, 182, 183, 185, 187, 188, 189, 191, 193, 196, 197, 198, 199, 200, 201, 202, 206, 213, 214, 217, 219, 221, 223, 224, 225, 229, 233, 235, 236, 238, 241, 242, 244, 246, 247, 248, 253, 258, 260, 261, 262, 263, 266, 268, 270, 272, 273, 279, 280, 281, 283, 286, 287, 288, 289, 294, 295, 298, 302, 303, 306, 372, 381, 382, 383, 384, 385, 386, 387, 390, 392, 393, 394, 395, 396, 400, 402, 404, 405, 409, 411, 413, 414, 415, 416, 419, 420, 422, 423, 424, 426, 428, 429, 430, 431, 432, 433, 434, 435, 436, 437, 438, 443, 448, 450, 454, 455, 459, 460, 463, 464, 465, 467, 469, 471, 474, 477, 478, 479, 480, 483, 484, 485, 491, 493, 495, 503, 505, 507, 512, 516, 543, 565, 566, 567, 568, 569, 570, 571], 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480, 482, 483, 484, 485, 491, 492, 493, 531, 533, 561, 562], "dev925": [104, 123, 409, 441, 443, 446, 447, 448, 449, 450, 451, 452, 454, 455, 456, 457, 458, 459, 460, 464, 465, 466, 467, 469, 470, 471, 472, 474, 475, 476, 477, 478, 480, 482, 483, 484, 485, 491, 492, 493, 523, 524, 525, 526, 527, 528, 529, 530, 531, 533, 534, 535, 536, 537, 538, 539, 540, 541, 542, 543, 544, 545, 546, 547, 548, 549, 550, 551, 552, 554, 555, 556, 557, 558, 559, 560, 561, 562], "develop": [373, 377, 378, 380, 381, 382, 383, 385, 386, 388, 389, 391, 392, 393, 394, 395, 397, 398, 400, 401, 402, 405, 409, 411, 424, 431, 432, 433, 482], "deviat": [28, 29, 30, 31, 32, 35, 36, 37, 39, 40, 42, 125, 189, 201, 206, 282, 286, 472, 480], "devoid": [446, 510], "devop": 398, "devot": 487, "dex": 299, "df": [87, 91, 119, 139, 457, 472, 569], "diagnosi": 381, "diagnost": 388, "diagon": [145, 146, 147, 390, 400, 483], "diagram": 571, "dialog": [404, 406], "diamet": [187, 188, 189, 443], "diamond": 479, "dict": [15, 16, 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148, 149, 150, 155, 156, 157, 158, 159, 168, 175, 178, 186, 187, 193, 196, 199, 297, 298, 372, 373, 385, 437, 441, 443, 446, 447, 448, 449, 450, 451, 452, 454, 456, 458, 459, 462, 464, 465, 466, 467, 471, 473, 474, 475, 476, 478, 479, 482, 483, 484, 491, 492, 511, 512, 514, 516, 517, 519, 520], "energy_true_axi": 145, "energyaxesconfig": 16, "energyaxisconfig": 16, "energybound": 415, "energydependentmorphologi": 457, "energydependentmorphologyestim": [438, 457], "energydependentmultigausspsf": [154, 411, 473, 482, 513], "energydependenttablepsf": [378, 393, 412, 423], "energydispers": [145, 146, 147, 150, 384, 418, 428, 431, 432], "energydispersion2d": [88, 145, 147, 154, 160, 178, 179, 373, 378, 423, 425, 430, 473, 482, 511], "energydispersion3d": 473, "energyoffsetarrai": 428, "energyrangeconfig": 16, "enforc": [16, 28, 29, 30, 31, 32, 35, 36, 37, 39, 40, 84, 90, 104, 123, 375, 399], "engin": [87, 91], "english": 507, "enhanc": [377, 381, 408], "enlarg": 517, "enough": [385, 387, 388, 446, 449, 452, 462, 464, 476, 514], "enrico": 388, "enrico_config": 388, "enrico_xml": 388, "enriqu": [380, 388, 392, 412, 413, 414, 415, 416, 417, 418, 419, 420, 423, 425, 431, 432, 433], "ensembl": 93, "ensur": [28, 29, 30, 31, 32, 35, 36, 37, 39, 40, 174, 194, 279, 372, 378, 383, 384, 395, 399, 405, 425, 441, 446, 465, 476, 514, 519, 528], "enter": [210, 212, 219, 241, 408], "entir": [16, 28, 29, 30, 31, 32, 35, 36, 37, 39, 40, 84, 87, 90, 91, 102, 104, 105, 109, 110, 123, 175, 443, 454, 457, 463], "entri": [43, 44, 87, 91, 94, 119, 122, 125, 126, 129, 130, 132, 206, 207, 219, 241, 279, 339, 372, 384, 392, 396, 399, 401, 404, 406, 423, 434, 443, 447, 470, 472, 475, 478, 479, 507, 508, 520], "entry_point": 424, "enum": [95, 151, 314, 315], "enumer": [446, 458, 470, 472, 477, 480], "env": [375, 389, 401, 403, 404, 406, 407, 432, 567], "envelop": [385, 472, 492], "environ": [11, 82, 337, 371, 372, 375, 379, 380, 384, 389, 392, 401, 402, 404, 405, 406, 407, 408, 412, 413, 415, 431, 432, 441, 443, 446, 447, 448, 449, 450, 451, 452, 454, 455, 456, 457, 458, 459, 460, 464, 465, 466, 467, 469, 470, 471, 472, 474, 475, 476, 477, 478, 480, 482, 483, 484, 485, 491, 492, 493, 567], "envis": 381, "envvar": 11, "eosc": 398, "episod": 133, "epoch": 355, "epsilon": [19, 20, 26, 213, 214, 217, 221, 223, 224, 225, 229, 235, 236, 238, 242, 244, 246, 247, 248, 253, 258, 260, 261, 262, 263, 266, 270], "epsilon_": [102, 109, 503], "epsilon_k": [102, 109, 503], "epsmch": 472, "eq": 101, "eqcon": [28, 29, 30, 31, 32, 35, 36, 37, 39, 40], "eqnarrai": 395, "equal": [28, 29, 30, 31, 32, 35, 36, 37, 39, 40, 52, 117, 121, 125, 129, 132, 145, 193, 372, 382, 385, 433, 446, 464, 465, 476, 480, 503, 519, 570], "equat": [27, 262, 263, 288, 529, 530, 534, 537, 538, 540, 541, 545, 546, 548, 549, 550, 551, 569, 570], "equatori": [95, 151, 187, 188, 189, 191, 194, 196, 199, 200, 201, 473], "equival": [28, 29, 30, 31, 32, 35, 36, 37, 39, 40, 87, 91, 122, 142, 143, 144, 145, 148, 149, 150, 152, 155, 157, 159, 160, 186, 187, 188, 189, 191, 193, 196, 197, 199, 200, 201, 365, 373, 384, 385, 386, 395, 396, 437, 438, 446, 470, 474, 475, 476, 478, 482, 491, 503, 505, 507, 518, 519, 520, 567, 568, 569], "er": [26, 469], "era": 221, "ereco": [145, 473], "erf": [229, 524], "erg": [52, 53, 67, 441, 446, 470, 493, 500, 507], "erlangen": 391, "erod": 201, "eros": [199, 201], "err": 472, "errat": 372, "errn": [121, 125, 129, 130, 132, 206, 434, 569], "errn_2sigma": 569, "error": [11, 16, 19, 20, 26, 28, 29, 30, 31, 32, 35, 36, 37, 39, 40, 67, 68, 79, 84, 86, 90, 101, 102, 104, 105, 109, 110, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 132, 133, 134, 135, 164, 190, 193, 198, 209, 211, 213, 214, 215, 216, 217, 220, 221, 223, 224, 225, 226, 228, 229, 230, 231, 232, 233, 234, 235, 236, 238, 242, 243, 244, 245, 246, 247, 248, 249, 253, 254, 255, 256, 258, 259, 260, 261, 262, 263, 265, 266, 268, 269, 270, 281, 283, 287, 288, 289, 295, 350, 372, 373, 386, 387, 388, 390, 395, 396, 399, 400, 413, 417, 419, 421, 423, 424, 426, 430, 431, 434, 436, 437, 438, 442, 443, 444, 446, 447, 449, 451, 454, 455, 456, 457, 459, 462, 463, 464, 466, 467, 470, 478, 479, 480, 482, 491, 492, 493, 495, 503, 505, 507, 525, 543, 552, 564, 567], "error_callback": 164, "errorbar": [83, 101, 102, 105, 109, 110, 193, 197, 218, 226, 230, 232, 233, 234, 249, 256, 268, 271, 441, 480], "errp": [121, 125, 129, 130, 132, 206, 434, 569], "errp_2sigma": 569, "escap": [372, 398], "especi": [87, 91, 133, 375, 379, 382, 386, 392, 393, 402, 423, 429, 443, 456, 465, 470, 475, 480, 482, 483], "essenti": [382, 384, 387, 417, 418, 419, 460, 475], "establish": [372, 385], "estim": [6, 19, 20, 26, 50, 72, 101, 105, 110, 112, 117, 118, 119, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 163, 169, 170, 171, 177, 186, 187, 196, 199, 201, 206, 209, 213, 214, 216, 217, 220, 221, 223, 224, 225, 226, 228, 229, 230, 231, 232, 233, 234, 235, 236, 238, 242, 243, 244, 245, 246, 247, 248, 249, 253, 254, 255, 256, 257, 258, 259, 260, 261, 262, 263, 265, 266, 268, 269, 270, 279, 286, 289, 293, 319, 365, 376, 378, 381, 385, 386, 387, 388, 391, 394, 400, 404, 413, 414, 417, 418, 419, 420, 423, 424, 425, 429, 430, 431, 432, 434, 437, 438, 440, 441, 442, 446, 448, 452, 454, 455, 456, 459, 461, 465, 466, 467, 468, 471, 472, 476, 480, 484, 487, 491, 492, 503, 507, 517, 519, 564, 565, 566, 568, 570], "estimate_best_fit": [125, 126, 129, 130], "estimate_count": [125, 126, 129, 130], "estimate_energy_depend": 119, "estimate_errn_errp": [125, 126, 129, 130], "estimate_excess_map": 121, "estimate_exposure_reco_energi": 121, "estimate_fit_input_map": 132, "estimate_flux_default": 132, "estimate_flux_map": 132, "estimate_flux_point": [125, 126, 129], "estimate_kernel": [121, 132], "estimate_map": 117, "estimate_mask_default": [121, 132], "estimate_min_e2dnd": 131, "estimate_min_excess": 131, "estimate_npr": [125, 126, 129, 130], "estimate_npred_excess": [125, 126, 129], "estimate_pad_width": 132, "estimate_scan": [125, 126, 129, 130], "estimate_t": [125, 126, 129, 130], "estimate_time_bin_flux": 129, "estimate_ul": [125, 126, 129, 130], "estimator_result": [139, 467], "et": [26, 33, 59, 101, 133, 148, 221, 288, 289, 295, 382, 450, 457, 463, 495, 566], "eta": [231, 232, 254, 526, 530, 557], "eta_": 50, "eta_b": 50, "eta_rang": [526, 530], "etc": [105, 110, 122, 372, 377, 378, 382, 383, 384, 387, 388, 392, 393, 396, 398, 399, 420, 447, 449, 454, 462, 464, 466, 467, 471, 475, 478, 480, 483, 491, 503, 516, 566], "etru": 473, "eu": 392, "euclidean": 297, "europ": 398, "ev": [473, 507, 543], "ev2": 473, "evalu": [17, 18, 19, 20, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 35, 36, 37, 39, 40, 68, 87, 91, 102, 105, 108, 109, 110, 125, 129, 142, 143, 144, 145, 148, 149, 150, 152, 155, 157, 159, 160, 168, 175, 181, 196, 207, 208, 213, 214, 215, 216, 217, 218, 219, 220, 221, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 235, 236, 238, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 253, 254, 255, 256, 257, 258, 259, 260, 261, 262, 263, 265, 266, 267, 268, 269, 270, 271, 312, 372, 377, 381, 387, 390, 391, 394, 395, 396, 400, 412, 413, 414, 416, 419, 423, 428, 429, 431, 432, 433, 434, 435, 436, 437, 438, 458, 459, 467, 473, 478, 480, 482, 483, 503, 525, 526, 533, 566, 569], "evaluate_contain": [149, 157, 159, 425], "evaluate_direct": [149, 157, 159], "evaluate_energy_flux": [247, 248], "evaluate_error": [19, 20, 26, 124, 213, 214, 217, 221, 223, 224, 225, 229, 235, 236, 238, 242, 244, 246, 247, 248, 253, 258, 260, 261, 262, 263, 266, 270, 390], "evaluate_geom": [215, 216, 220, 227, 228, 231, 243, 245, 254, 255, 257, 259, 265, 269, 438, 478, 526], "evaluate_integr": [246, 247, 248], "evaluate_paramet": [149, 157, 159], "evaluation_bin_size_min": [215, 216, 220, 228, 231, 243, 245, 254, 255, 257, 259, 265, 269], "evaluation_radiu": [215, 216, 220, 228, 231, 243, 245, 254, 255, 257, 259, 265, 267, 269, 383, 384, 395, 478], "evaluation_region": [215, 216, 220, 228, 231, 243, 245, 254, 255, 257, 259, 265, 269], "even": [28, 29, 30, 31, 32, 35, 36, 37, 39, 40, 87, 91, 199, 210, 212, 372, 375, 377, 379, 380, 386, 389, 390, 398, 399, 415, 464, 467, 472, 474, 475, 476, 477, 478, 491, 503, 505, 529, 530, 567], "event": [82, 83, 84, 85, 86, 87, 88, 89, 90, 93, 103, 104, 108, 113, 121, 131, 147, 158, 161, 162, 169, 177, 188, 189, 191, 197, 200, 201, 218, 226, 230, 232, 233, 234, 249, 256, 268, 271, 329, 372, 373, 376, 378, 382, 384, 386, 387, 388, 399, 404, 408, 415, 416, 417, 419, 423, 424, 425, 430, 431, 432, 433, 434, 437, 438, 440, 443, 446, 447, 448, 452, 454, 455, 461, 466, 474, 484, 487, 489, 491, 492, 503, 507, 515, 516, 517, 565, 566, 569], "event_3fhl": 493, "event_class": [84, 483, 493], "event_det_coord": [103, 108], "event_fil": 88, "event_filt": 89, "event_filter_typ": 89, "event_id": [385, 482, 483, 493, 504], "event_list": [83, 372, 373, 385], "event_list_meta": [103, 108, 418], "event_sampl": [440, 458, 461], "event_sampling_nrg_depend_model": [440, 459, 461], "event_typ": [104, 483, 493], "eventlist": [84, 88, 103, 108, 177, 188, 189, 191, 197, 200, 201, 372, 373, 378, 385, 386, 387, 399, 408, 413, 420, 425, 427, 428, 429, 431, 432, 458, 459, 467, 475, 482, 483, 493, 507, 516], "eventlistbas": 89, "eventlistdataset": 432, "eventlistlat": 504, "eventlistmetadata": [83, 399], "events2": 83, "events_": 458, "events_0001": 458, "events_1": 504, "events_2": 504, "events_3fhl": 493, "events_bkg": 385, "events_gc_3fhl": 493, "events_list": 385, "events_path": [82, 458], "events_src": 385, "events_tot": 385, "events_vela": 467, "eventu": [372, 377, 388, 391, 392, 408, 478], "ever": 570, "everi": [187, 189, 201, 269, 372, 375, 380, 381, 382, 384, 388, 397, 399, 402, 443, 446, 475, 492, 567], "everyon": 377, "everyth": [372, 390, 391, 507], "everywher": [372, 386, 391, 392, 412], "evid": [133, 470], "evolut": [50, 52, 53, 221, 378, 392, 440, 461, 487, 500, 501, 503, 504, 512, 515, 519, 521], "evolv": [28, 29, 30, 35, 36, 39, 40, 50, 52, 53, 221, 389, 392, 399, 459, 473], "evt_sampl": 458, "ex": [11, 475, 477, 478], "exact": [28, 29, 30, 31, 32, 35, 36, 37, 39, 40, 91, 390, 475, 483], "exactli": [117, 121, 125, 129, 132, 193, 367, 446, 448, 465, 467, 476, 480, 483, 503, 520], "exagger": 363, "examin": [398, 511], "exampl": [11, 19, 20, 28, 29, 30, 31, 32, 35, 36, 37, 39, 40, 66, 67, 80, 82, 83, 85, 86, 87, 88, 89, 91, 94, 96, 99, 101, 102, 105, 109, 110, 111, 114, 115, 116, 117, 119, 121, 122, 124, 126, 128, 129, 130, 131, 132, 133, 137, 138, 140, 141, 143, 145, 147, 148, 149, 150, 156, 158, 161, 168, 171, 173, 186, 187, 188, 189, 190, 191, 192, 193, 194, 196, 197, 198, 199, 200, 201, 206, 210, 212, 233, 239, 270, 273, 279, 282, 297, 298, 319, 323, 329, 339, 351, 352, 357, 360, 362, 363, 365, 367, 369, 372, 373, 375, 377, 380, 382, 383, 384, 385, 386, 387, 388, 389, 390, 392, 395, 398, 399, 400, 404, 405, 406, 408, 412, 414, 417, 420, 423, 424, 425, 428, 430, 431, 432, 438, 440, 441, 442, 443, 444, 445, 446, 447, 448, 449, 450, 451, 452, 453, 454, 455, 456, 457, 458, 459, 460, 461, 462, 463, 464, 465, 466, 467, 468, 469, 470, 471, 472, 473, 474, 475, 476, 477, 478, 479, 481, 482, 483, 484, 485, 486, 487, 488, 489, 490, 491, 492, 493, 494, 495, 497, 498, 507, 509, 510, 511, 513, 518, 520, 521, 522, 532, 553, 561, 562, 563, 567, 569, 571, 572], "example_cub": 475, "example_cube_fgst": 475, "exce": 112, "except": [67, 69, 80, 87, 91, 102, 105, 109, 110, 164, 188, 189, 191, 197, 200, 201, 299, 369, 372, 383, 387, 391, 473, 477, 520], "excerpt": 485, "excess": [15, 67, 72, 102, 105, 109, 110, 118, 121, 122, 124, 125, 126, 129, 131, 134, 135, 139, 168, 281, 283, 288, 289, 370, 384, 387, 419, 420, 426, 431, 438, 441, 442, 446, 447, 449, 450, 451, 454, 456, 460, 462, 466, 467, 470, 471, 474, 476, 477, 484, 491, 492, 505, 507], "excess_estim": 484, "excess_estimator_integr": 484, "excess_integr": 484, "excess_map": [16, 447, 451, 452, 454, 491], "excess_map_estim": 467, "excess_matching_signific": [422, 432], "excess_min": 141, "excess_r": 471, "excessestim": 396, "excessmapconfig": 16, "excessmapestim": [118, 137, 138, 139, 396, 419, 420, 421, 423, 426, 436, 438, 452, 454, 467, 476, 484, 505], "excesspointsestim": 396, "excessprofileestim": [396, 420], "exchang": 386, "exclud": [16, 84, 90, 101, 102, 104, 105, 109, 110, 123, 128, 169, 171, 210, 212, 219, 241, 378, 435, 474, 476, 516, 517], "exclude_default": [16, 84, 90, 104, 123], "exclude_non": [16, 84, 90, 104, 123], "exclude_unset": [16, 84, 90, 104, 123], "exclus": [16, 83, 163, 165, 170, 171, 172, 173, 176, 187, 199, 378, 386, 388, 419, 421, 443, 451, 454, 474, 514, 516], "exclusion_mask": [163, 165, 170, 171, 172, 173, 176, 446, 452, 456, 474, 476, 492, 514, 516, 517], "exclusion_mask_2d": 474, "exclusion_mask_crab": [447, 491], "exclusion_radiu": 476, "exclusion_region": 446, "exclusionmask": 429, "execut": [11, 121, 125, 129, 130, 132, 372, 373, 375, 377, 379, 380, 381, 387, 388, 392, 402, 403, 404, 405, 406, 407, 408, 417, 425, 431, 440, 445, 453, 461, 468, 474, 475, 481, 483, 486, 487, 488, 490, 493, 494, 522, 532, 553, 563, 565], "exercis": [375, 388, 392, 398], "exhibit": 457, "exist": [11, 15, 16, 26, 28, 29, 30, 31, 32, 35, 36, 37, 39, 40, 83, 87, 88, 91, 99, 100, 101, 102, 105, 107, 109, 110, 122, 124, 146, 147, 153, 158, 161, 173, 186, 187, 188, 189, 191, 192, 195, 196, 197, 199, 200, 201, 207, 219, 233, 241, 265, 266, 267, 269, 341, 356, 372, 375, 377, 380, 381, 383, 384, 385, 386, 388, 389, 391, 392, 393, 395, 396, 398, 399, 404, 405, 408, 409, 412, 416, 417, 431, 432, 434, 437, 450, 452, 471, 475, 476, 478, 479, 483, 504, 519, 520, 568], "exist_ok": [446, 447, 454, 455, 458, 491, 492], "exit": [11, 15, 87, 91, 210, 212, 219, 241, 413, 531, 567], "exot": 389, "exp": [21, 28, 29, 30, 31, 32, 35, 36, 39, 40, 148, 226, 229, 236, 247, 248, 261, 373, 395, 466, 478, 525, 526, 533, 537, 538, 539, 540, 549, 550, 551, 555, 556, 557, 570], "expand": [129, 337, 382, 423], "expand_map": 129, "expans": [50, 52, 53], "expcutoffpowerlaw": 539, "expcutoffpowerlaw3fglspectralmodel": [252, 395, 444, 478, 538], "expcutoffpowerlawnormspectralmodel": [225, 252, 438, 478, 539], "expcutoffpowerlawspectralmodel": [19, 20, 26, 80, 213, 214, 217, 221, 223, 224, 229, 235, 236, 238, 242, 244, 246, 247, 248, 252, 253, 258, 260, 261, 262, 263, 266, 270, 395, 444, 446, 454, 478, 537, 543], "expdecai": [226, 440, 521, 563], "expdecay_model": [458, 555], "expdecaytemporalmodel": [264, 395, 419, 423, 458, 466, 478, 555], "expect": [28, 29, 30, 31, 32, 35, 36, 37, 39, 40, 105, 108, 110, 122, 173, 178, 179, 184, 199, 281, 282, 283, 284, 286, 290, 296, 329, 372, 377, 385, 387, 388, 389, 392, 397, 399, 441, 443, 448, 449, 450, 452, 458, 459, 463, 464, 469, 472, 475, 476, 480, 483, 485, 503, 505, 568, 569, 570], "expens": [28, 29, 30, 31, 32, 35, 36, 37, 39, 40, 446, 459], "experi": [375, 377, 381, 383, 387, 400, 402, 431, 495, 566, 571], "experienc": [381, 407], "experiment": [28, 29, 30, 31, 32, 35, 36, 37, 39, 40, 388, 567], "expert": 392, "expertis": 389, "expfactor": [262, 263, 550, 551], "expir": 385, "explain": [87, 91, 372, 375, 377, 386, 389, 391, 392, 398, 402, 404, 406, 417, 423, 441, 446, 448, 469, 472, 476, 478, 507, 565, 567], "explan": [117, 121, 125, 129, 132, 377, 409, 463, 571], "explicit": [87, 91, 187, 189, 372, 388, 390, 396, 519, 571], "explicitli": [16, 19, 20, 26, 28, 29, 30, 31, 32, 35, 36, 37, 39, 40, 84, 90, 104, 123, 142, 143, 144, 145, 148, 149, 150, 152, 155, 157, 159, 160, 213, 214, 217, 221, 223, 224, 225, 229, 235, 236, 238, 242, 244, 246, 247, 248, 253, 258, 260, 261, 262, 263, 266, 270, 299, 382, 394, 403, 413, 459, 477, 505, 519, 571], "explor": [188, 189, 191, 197, 200, 201, 380, 388, 408, 440, 446, 451, 454, 457, 460, 461, 463, 464, 465, 470, 471, 477, 484, 485, 491, 493, 503, 504, 505, 507, 515, 516, 519, 564], "explos": 52, "expomap": 385, "expon": [395, 478], "exponenti": [28, 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\ No newline at end of file
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"charg": [398, 543], "chatti": [372, 456], "cheat": 407, "check": [28, 29, 30, 31, 32, 35, 36, 37, 39, 40, 82, 83, 86, 87, 88, 91, 102, 105, 106, 109, 110, 122, 124, 145, 146, 147, 153, 158, 161, 186, 187, 188, 189, 190, 191, 192, 193, 196, 197, 198, 199, 200, 201, 210, 212, 219, 241, 257, 295, 346, 348, 375, 388, 394, 398, 401, 402, 404, 405, 406, 409, 418, 423, 431, 444, 462, 473, 487, 495, 507, 511, 520, 564, 567, 568], "check_limit": [209, 210, 211, 212], "check_random_st": 372, "check_tutorials_setup": [441, 443, 446, 447, 448, 449, 450, 451, 452, 454, 455, 456, 457, 458, 459, 460, 464, 465, 466, 467, 469, 470, 471, 472, 474, 475, 476, 477, 478, 480, 482, 483, 484, 485, 491, 492, 493], "checker": [429, 432], "checklist": 402, "checkout": [372, 375, 414, 454, 458, 478], "checksum": [83, 86, 88, 100, 101, 102, 105, 106, 107, 109, 110, 122, 124, 145, 146, 147, 153, 158, 161, 188, 189, 191, 195, 197, 200, 201, 207, 219, 241, 335, 338, 341, 438, 455, 483], "chen": 432, "cherenkov": [148, 385, 404, 409, 443, 446, 452, 464, 474, 482, 484, 516, 517, 566], "cherri": [372, 379, 386, 397], "chi": [286, 387, 568, 569, 570], "chi2": [101, 139, 384, 414, 446, 457, 466, 472, 503, 569], "chi2assym": 417, "child": 382, "children": [454, 462, 475, 491, 492], "chime": 375, "chisq": 286, "chisquar": 286, "chmod": 567, "choic": [385, 389, 391, 398, 446, 447, 449, 451, 472, 484, 491, 508, 564, 567], "choos": [45, 77, 186, 187, 190, 192, 193, 196, 199, 270, 313, 372, 384, 386, 388, 392, 404, 423, 444, 446, 450, 454, 456, 466, 471, 472, 474, 475, 477, 478, 479, 483, 492, 507, 567], "chose": [458, 483, 484, 569, 571], "chosen": [26, 145, 158, 161, 187, 188, 189, 197, 200, 201, 219, 228, 241, 372, 375, 387, 388, 391, 447, 465, 474, 475, 479, 480, 484, 491, 505, 515, 516, 520], "christoph": [377, 378, 379, 380, 381, 382, 383, 384, 386, 388, 389, 390, 391, 392, 411, 412, 413, 414, 415, 416, 417, 418, 424, 427, 428, 429, 430, 431, 432, 433], "chrome": [87, 91], "chromei": 425, "chunk": [147, 158, 161], "chunk_siz": [147, 158, 161], "ci": [372, 375, 379, 398, 402, 417, 423, 425, 428, 434], "circl": [83, 176, 369, 373, 386, 425, 446, 456, 466, 469, 474, 476, 479, 482, 492, 493, 504, 514, 516, 517, 520], "circle_area": 373, "circleannulusskyregion": [254, 255, 516], "circledast": 503, "circlepixelregion": 386, "circleskyregion": [102, 105, 109, 110, 170, 171, 175, 199, 220, 373, 386, 441, 443, 446, 448, 449, 452, 454, 456, 458, 459, 465, 469, 471, 474, 476, 477, 492, 514, 516, 517, 520], "circular": [91, 102, 105, 175, 187, 189, 199, 383, 391, 393, 443, 448, 471, 479, 516, 520], "circumv": [19, 20, 26, 213, 214, 217, 221, 223, 224, 225, 229, 235, 236, 238, 242, 244, 246, 247, 248, 253, 258, 260, 261, 262, 263, 266, 270], "cirelli": [26, 495], "citat": 401, "cite": [375, 398], "cl": [16, 84, 90, 102, 104, 109, 123, 399], "clabel": 472, "clang": 408, "clarif": 377, "clarifi": [396, 437], "class": [6, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 204, 205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 235, 236, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 252, 253, 254, 255, 256, 257, 258, 259, 260, 261, 262, 263, 264, 265, 266, 267, 268, 269, 270, 271, 281, 283, 307, 308, 311, 319, 321, 346, 359, 375, 378, 381, 384, 385, 386, 387, 388, 390, 391, 392, 393, 394, 395, 400, 404, 408, 411, 413, 414, 415, 416, 417, 418, 419, 420, 423, 424, 425, 427, 428, 429, 430, 431, 432, 433, 434, 436, 437, 438, 441, 444, 446, 447, 448, 449, 450, 451, 452, 456, 458, 459, 462, 464, 467, 470, 471, 472, 473, 474, 475, 478, 480, 482, 483, 484, 491, 493, 498, 502, 503, 504, 505, 506, 507, 509, 510, 511, 512, 515, 517, 518, 519, 520, 521, 543, 552, 564, 565, 566, 567, 572], "class1": 470, "class2": 470, "classic": [381, 390, 404, 413, 443, 446, 452, 456, 471, 474, 505, 507, 516, 517, 566, 569], "classifi": 484, "classmethod": [16, 19, 20, 26, 28, 29, 30, 31, 32, 35, 36, 37, 39, 40, 56, 82, 83, 84, 85, 86, 87, 88, 90, 91, 92, 94, 100, 101, 102, 104, 105, 109, 110, 122, 123, 124, 142, 143, 144, 145, 146, 147, 148, 149, 150, 152, 153, 155, 156, 157, 158, 159, 160, 161, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 204, 210, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 235, 236, 238, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 253, 254, 255, 256, 257, 258, 259, 260, 261, 262, 263, 265, 266, 267, 268, 269, 270, 271, 399], "classproperti": 423, "classvar": [16, 84, 90, 104, 123], "claudio": [436, 438], "claus": [372, 398], "clean": [372, 373, 375, 380, 381, 386, 388, 390, 411, 413, 414, 415, 416, 417, 418, 419, 420, 423, 430, 431, 432, 433], "cleaner": 434, "cleanup": [379, 391, 402, 411, 416, 417, 422, 423, 424, 428, 429, 431], "clear": [92, 100, 195, 241, 372, 377, 379, 383, 386, 387, 391, 392, 393, 431, 457, 571], "clearer": 416, "clearli": [133, 372, 377, 378, 386, 389, 397], "cli": [11, 388, 433, 565], "click": [371, 388, 389, 408, 416, 431, 441, 443, 446, 447, 448, 449, 450, 451, 452, 454, 455, 456, 457, 458, 459, 460, 464, 465, 466, 467, 469, 470, 471, 472, 474, 475, 476, 477, 478, 480, 482, 483, 484, 485, 491, 492, 493, 567], "clip": [19, 20, 26, 186, 187, 190, 192, 193, 196, 198, 199, 213, 214, 217, 221, 223, 224, 225, 229, 235, 236, 238, 242, 244, 246, 247, 248, 253, 258, 260, 261, 262, 263, 266, 269, 270, 311, 416, 417, 450], "clockwis": [220, 228, 231, 524], "clone": [375, 405, 432], "close": [142, 143, 144, 145, 148, 149, 150, 152, 155, 157, 159, 160, 187, 188, 189, 190, 191, 192, 193, 196, 197, 198, 199, 200, 201, 269, 347, 348, 349, 381, 386, 401, 426, 437, 438, 472, 552], "closer": 493, "closest": [117, 121, 125, 129, 132, 187, 188, 189, 191, 197, 200, 201, 476, 505], "cloud": [402, 487], "cluster": [6, 96, 297, 298, 385, 437, 438, 440, 481, 487, 504, 507], "clutter": [454, 507], "cm": [19, 20, 28, 29, 30, 31, 32, 35, 36, 37, 39, 40, 45, 51, 52, 53, 54, 67, 101, 124, 130, 132, 213, 217, 223, 225, 229, 236, 239, 246, 248, 257, 258, 261, 262, 263, 272, 357, 383, 395, 442, 443, 444, 446, 447, 448, 449, 450, 451, 454, 455, 456, 457, 458, 459, 462, 466, 467, 469, 470, 472, 478, 480, 482, 483, 491, 493, 500, 501, 505, 507, 523, 524, 525, 526, 528, 529, 530, 531, 533, 534, 535, 536, 537, 538, 539, 540, 541, 542, 543, 544, 545, 546, 547, 548, 549, 550, 551, 552, 554, 555, 556, 557, 558, 559, 560, 561, 562, 566], "cm2": [51, 54, 67, 107, 124, 138, 148, 201, 273, 357, 441, 442, 444, 446, 447, 449, 450, 454, 455, 456, 458, 459, 462, 464, 465, 466, 467, 469, 470, 471, 475, 477, 478, 480, 483, 491, 492, 493, 505, 520, 536, 539, 542, 547, 552], "cm3": [17, 18, 19, 21, 22, 24, 25, 27, 52, 469], "cm5": 469, "cmap": [102, 105, 109, 110, 362, 363, 448, 454, 469, 475, 477, 483, 484, 491, 492, 516], "cmb": 543, "co": [53, 194, 397, 398, 441, 524, 525, 526], "coadd": [188, 189, 191, 197, 200, 201], "coars": 471, "coarser": [193, 198, 471], "codaci": 402, "codata": 52, "code": [19, 20, 26, 82, 83, 87, 91, 145, 213, 214, 217, 221, 223, 224, 225, 229, 235, 236, 238, 242, 244, 246, 247, 248, 253, 258, 260, 261, 262, 263, 266, 270, 367, 375, 376, 377, 379, 380, 382, 385, 386, 387, 388, 389, 390, 391, 392, 393, 395, 396, 397, 398, 399, 405, 408, 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381, 385, 425, 457, 483, 566], "colleagu": [375, 567], "collect": [195, 241, 372, 374, 399, 402, 430, 431, 447, 471, 477, 495, 504, 508, 512, 566, 571], "collis": 50, "colnam": [87, 91, 188, 189, 191, 197, 200, 201, 483, 493], "color": [101, 109, 110, 142, 143, 201, 361, 362, 363, 366, 369, 373, 441, 442, 444, 446, 447, 448, 449, 450, 452, 454, 456, 457, 460, 464, 467, 469, 472, 474, 477, 479, 480, 507, 516, 520, 524, 525, 543], "colorbar": [124, 142, 143, 145, 148, 149, 150, 155, 156, 157, 159, 201, 360, 366, 472, 475], "colorblind": 507, "colorblind10": 507, "colormap": [361, 362, 363, 411, 424, 493], "colormap_hess": [393, 572], "colormap_milagro": 572, "colour": 434, "column": [41, 43, 44, 46, 47, 56, 83, 87, 91, 103, 108, 122, 124, 127, 137, 142, 143, 145, 169, 188, 189, 190, 191, 192, 193, 197, 198, 200, 201, 268, 289, 297, 342, 343, 344, 345, 365, 366, 369, 370, 372, 385, 387, 396, 434, 437, 438, 441, 458, 459, 467, 470, 475, 478, 482, 504, 507], "column_nam": 473, "column_prefix": 193, "columnclass": [87, 91], "columnspac": 369, "com": [133, 139, 295, 326, 327, 339, 375, 392, 401, 402, 405], "combin": [99, 101, 102, 105, 109, 110, 140, 174, 182, 188, 189, 191, 196, 197, 200, 201, 214, 257, 372, 378, 382, 383, 384, 385, 386, 387, 392, 395, 404, 416, 431, 437, 444, 449, 454, 455, 462, 466, 471, 472, 473, 474, 475, 476, 478, 484, 492, 493, 495, 497, 507, 514, 519, 535, 565, 566], "combined_ev": 504, "combining_and_defin": [441, 449, 451, 454, 456, 462, 466, 482], "come": [69, 375, 378, 379, 380, 381, 382, 386, 387, 388, 389, 391, 392, 397, 399, 401, 402, 419, 420, 423, 432, 433, 437, 446, 454, 462, 478, 482, 491, 567], "comma": [71, 72, 74, 75, 76, 78, 79, 80, 470], "command": [6, 13, 94, 101, 124, 149, 155, 157, 159, 371, 373, 375, 380, 381, 383, 388, 389, 402, 403, 404, 405, 406, 407, 413, 417, 428, 431, 432, 434, 458, 506, 565], "commensur": 201, "comment": [124, 372, 373, 377, 381, 385, 386, 388, 389, 391, 393, 395, 397, 398], "commit": [372, 375, 380, 386, 397, 398, 410, 411, 434], "committe": [377, 379, 397, 398], "commod": 398, "common": [95, 371, 372, 373, 375, 377, 378, 386, 388, 392, 393, 395, 396, 398, 405, 407, 408, 423, 425, 447, 448, 460, 470, 473, 476, 478, 491, 492, 495, 502, 505, 506, 520, 525, 567], "common_irf_head": 473, "commonli": [29, 83, 386, 390, 432, 460, 495, 564, 565, 567, 569, 572], "commun": [388, 394, 398, 401, 403, 409, 485], "comp": 470, "compact": [16, 84, 87, 90, 91, 104, 123], "compar": [87, 91, 125, 126, 129, 130, 142, 143, 144, 145, 148, 149, 150, 152, 155, 157, 159, 160, 187, 188, 189, 191, 196, 197, 199, 200, 201, 206, 279, 372, 386, 389, 392, 420, 436, 437, 441, 442, 443, 446, 450, 454, 457, 460, 462, 465, 470, 472, 474, 480, 483, 491, 502, 566, 568], "comparison": [86, 87, 91, 100, 129, 142, 143, 144, 145, 148, 149, 150, 152, 155, 157, 159, 160, 187, 188, 189, 191, 193, 196, 197, 199, 200, 201, 329, 428, 497], "compat": [28, 29, 30, 31, 32, 35, 36, 37, 39, 40, 87, 91, 188, 189, 191, 200, 201, 227, 377, 379, 383, 386, 395, 397, 399, 400, 408, 411, 413, 415, 432, 438, 475, 519], "compil": [375, 424], "complain": 375, "complaint": 390, "complement": 392, "complementari": [101, 446], "complet": [13, 16, 84, 90, 104, 123, 329, 372, 378, 382, 383, 384, 385, 386, 389, 390, 392, 396, 397, 398, 405, 410, 412, 413, 414, 415, 416, 417, 418, 419, 420, 423, 425, 428, 429, 430, 431, 432, 433, 454, 459, 472, 479, 487, 507, 512], "complex": [372, 373, 378, 382, 386, 387, 388, 394, 396, 408, 443, 446, 456, 459, 463, 466, 471, 475, 476, 478, 479, 483, 516], "complianc": [398, 434], "compliant": [188, 189, 191, 200, 201, 438, 566], "complic": [386, 520], "compon": [15, 28, 29, 30, 31, 32, 35, 36, 37, 39, 40, 67, 80, 81, 88, 102, 103, 105, 108, 109, 110, 129, 133, 160, 162, 196, 219, 241, 242, 257, 272, 383, 384, 385, 388, 394, 395, 413, 417, 419, 423, 431, 432, 442, 447, 448, 449, 451, 454, 455, 456, 457, 458, 459, 462, 464, 465, 466, 470, 471, 477, 478, 482, 483, 491, 492, 495, 503, 505, 507, 520, 523, 524, 525, 526, 527, 528, 529, 530, 531, 533, 534, 535, 536, 537, 538, 539, 540, 541, 542, 543, 544, 545, 546, 547, 548, 549, 550, 551, 552, 554, 555, 556, 557, 558, 559, 560, 561, 562, 564, 566], "component_1": 383, "component_2": 383, "component_class": 470, "components_model": 80, "components_statu": 67, "compos": [28, 29, 30, 31, 32, 35, 36, 37, 39, 40, 378, 398], "composit": [57, 70, 80, 310, 398, 430], "compound": [196, 203, 214, 330, 334, 386, 395, 440, 442, 460, 521, 553], "compoundmodel": [28, 29, 30, 31, 32, 35, 36, 37, 39, 40, 425], "compoundpixelregion": 334, "compoundskymodel": 383, "compoundskyregion": [203, 330, 334], "compoundsourcemodel": 383, "compoundspectralmodel": [252, 395, 437, 442, 478, 483, 533, 535, 539, 542, 544, 547, 552], "compress": 380, "compris": 484, "compromis": [372, 377, 385, 480], "compton": [242, 419, 543], "compulsori": 478, "comput": [16, 19, 20, 23, 26, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 83, 84, 86, 88, 90, 94, 96, 100, 101, 102, 104, 105, 109, 110, 117, 119, 121, 122, 123, 124, 125, 126, 128, 129, 130, 131, 132, 133, 134, 135, 137, 139, 142, 143, 144, 145, 146, 147, 148, 149, 150, 152, 153, 155, 156, 157, 158, 159, 160, 161, 163, 174, 175, 177, 180, 181, 182, 183, 185, 187, 188, 189, 191, 193, 196, 197, 198, 199, 200, 201, 202, 206, 213, 214, 217, 219, 221, 223, 224, 225, 229, 233, 235, 236, 238, 241, 242, 244, 246, 247, 248, 253, 258, 260, 261, 262, 263, 266, 268, 270, 272, 273, 279, 280, 281, 283, 286, 287, 288, 289, 294, 295, 298, 302, 303, 306, 372, 381, 382, 383, 384, 385, 386, 387, 390, 392, 393, 394, 395, 396, 400, 402, 404, 405, 409, 411, 413, 414, 415, 416, 419, 420, 422, 423, 424, 426, 428, 429, 430, 431, 432, 433, 434, 435, 436, 437, 438, 443, 448, 450, 454, 455, 459, 460, 463, 464, 465, 467, 469, 471, 474, 477, 478, 479, 480, 483, 484, 485, 491, 493, 495, 503, 505, 507, 512, 516, 543, 565, 566, 567, 568, 569, 570, 571], "computation": [28, 29, 30, 31, 32, 35, 36, 37, 39, 40, 206, 385, 386, 503], "compute_chisq": 430, "compute_differential_jfactor": 23, "compute_errn": [281, 283, 434, 569], "compute_errp": [281, 283, 569], "compute_flux_doubl": 133, "compute_fpp": 134, "compute_fvar": [135, 288], "compute_jfactor": [23, 469], "compute_lightcurve_doublingtim": 463, "compute_lightcurve_fpp": 463, "compute_lightcurve_fvar": 463, "compute_lima_map": 419, "compute_npr": 385, "compute_upper_limit": [281, 283], "computedfieldinfo": [16, 84, 90, 104, 123], "con": [372, 388], "concaten": [83, 86, 92, 190, 193, 384, 388, 394, 437, 475], "concentr": 331, "concept": [16, 84, 90, 104, 123, 392, 393, 399, 409, 469, 475, 508], "conception": [385, 394], "concern": [375, 377, 386, 388, 389, 391, 393, 395, 398, 423, 433, 484, 569], "conclud": 381, "concret": [16, 84, 90, 104, 123, 389, 392], "conda": [371, 375, 379, 380, 389, 392, 397, 401, 402, 404, 405, 406, 407, 408, 413, 415, 431, 432, 567], "condit": [52, 53, 141, 193, 210, 212, 219, 241, 396, 400, 420, 441, 446, 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562], "dev927": [104, 123, 409, 441, 443, 446, 447, 448, 449, 450, 451, 452, 454, 455, 456, 457, 458, 459, 460, 464, 465, 466, 467, 469, 470, 471, 472, 474, 475, 476, 477, 478, 480, 482, 483, 484, 485, 491, 492, 493, 523, 524, 525, 526, 527, 528, 529, 530, 531, 533, 534, 535, 536, 537, 538, 539, 540, 541, 542, 543, 544, 545, 546, 547, 548, 549, 550, 551, 552, 554, 555, 556, 557, 558, 559, 560, 561, 562], "develop": [373, 377, 378, 380, 381, 382, 383, 385, 386, 388, 389, 391, 392, 393, 394, 395, 397, 398, 400, 401, 402, 405, 409, 411, 424, 431, 432, 433, 482], "deviat": [28, 29, 30, 31, 32, 35, 36, 37, 39, 40, 42, 125, 189, 201, 206, 282, 286, 472, 480], "devoid": [446, 510], "devop": 398, "devot": 487, "dex": 299, "df": [87, 91, 119, 139, 457, 472, 569], "diagnosi": 381, "diagnost": 388, "diagon": [145, 146, 147, 390, 400, 483], "diagram": 571, "dialog": [404, 406], "diamet": [187, 188, 189, 443], "diamond": 479, "dict": [15, 16, 19, 20, 26, 28, 29, 30, 31, 32, 35, 36, 37, 39, 40, 68, 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186, 187, 193, 196, 199, 297, 298, 372, 373, 385, 437, 441, 443, 446, 447, 448, 449, 450, 451, 452, 454, 456, 458, 459, 462, 464, 465, 466, 467, 471, 473, 474, 475, 476, 478, 479, 482, 483, 484, 491, 492, 511, 512, 514, 516, 517, 519, 520], "energy_true_axi": 145, "energyaxesconfig": 16, "energyaxisconfig": 16, "energybound": 415, "energydependentmorphologi": 457, "energydependentmorphologyestim": [438, 457], "energydependentmultigausspsf": [154, 411, 473, 482, 513], "energydependenttablepsf": [378, 393, 412, 423], "energydispers": [145, 146, 147, 150, 384, 418, 428, 431, 432], "energydispersion2d": [88, 145, 147, 154, 160, 178, 179, 373, 378, 423, 425, 430, 473, 482, 511], "energydispersion3d": 473, "energyoffsetarrai": 428, "energyrangeconfig": 16, "enforc": [16, 28, 29, 30, 31, 32, 35, 36, 37, 39, 40, 84, 90, 104, 123, 375, 399], "engin": [87, 91], "english": 507, "enhanc": [377, 381, 408], "enlarg": 517, "enough": [385, 387, 388, 446, 449, 452, 462, 464, 476, 514], "enrico": 388, "enrico_config": 388, "enrico_xml": 388, "enriqu": [380, 388, 392, 412, 413, 414, 415, 416, 417, 418, 419, 420, 423, 425, 431, 432, 433], "ensembl": 93, "ensur": [28, 29, 30, 31, 32, 35, 36, 37, 39, 40, 174, 194, 279, 372, 378, 383, 384, 395, 399, 405, 425, 441, 446, 465, 476, 514, 519, 528], "enter": [210, 212, 219, 241, 408], "entir": [16, 28, 29, 30, 31, 32, 35, 36, 37, 39, 40, 84, 87, 90, 91, 102, 104, 105, 109, 110, 123, 175, 443, 454, 457, 463], "entri": [43, 44, 87, 91, 94, 119, 122, 125, 126, 129, 130, 132, 206, 207, 219, 241, 279, 339, 372, 384, 392, 396, 399, 401, 404, 406, 423, 434, 443, 447, 470, 472, 475, 478, 479, 507, 508, 520], "entry_point": 424, "enum": [95, 151, 314, 315], "enumer": [446, 458, 470, 472, 477, 480], "env": [375, 389, 401, 403, 404, 406, 407, 432, 567], "envelop": [385, 472, 492], "environ": [11, 82, 337, 371, 372, 375, 379, 380, 384, 389, 392, 401, 402, 404, 405, 406, 407, 408, 412, 413, 415, 431, 432, 441, 443, 446, 447, 448, 449, 450, 451, 452, 454, 455, 456, 457, 458, 459, 460, 464, 465, 466, 467, 469, 470, 471, 472, 474, 475, 476, 477, 478, 480, 482, 483, 484, 485, 491, 492, 493, 567], "envis": 381, "envvar": 11, "eosc": 398, "episod": 133, "epoch": 355, "epsilon": [19, 20, 26, 213, 214, 217, 221, 223, 224, 225, 229, 235, 236, 238, 242, 244, 246, 247, 248, 253, 258, 260, 261, 262, 263, 266, 270], "epsilon_": [102, 109, 503], "epsilon_k": [102, 109, 503], "epsmch": 472, "eq": 101, "eqcon": [28, 29, 30, 31, 32, 35, 36, 37, 39, 40], "eqnarrai": 395, "equal": [28, 29, 30, 31, 32, 35, 36, 37, 39, 40, 52, 117, 121, 125, 129, 132, 145, 193, 372, 382, 385, 433, 446, 464, 465, 476, 480, 503, 519, 570], "equat": [27, 262, 263, 288, 529, 530, 534, 537, 538, 540, 541, 545, 546, 548, 549, 550, 551, 569, 570], "equatori": [95, 151, 187, 188, 189, 191, 194, 196, 199, 200, 201, 473], "equival": [28, 29, 30, 31, 32, 35, 36, 37, 39, 40, 87, 91, 122, 142, 143, 144, 145, 148, 149, 150, 152, 155, 157, 159, 160, 186, 187, 188, 189, 191, 193, 196, 197, 199, 200, 201, 365, 373, 384, 385, 386, 395, 396, 437, 438, 446, 470, 474, 475, 476, 478, 482, 491, 503, 505, 507, 518, 519, 520, 567, 568, 569], "er": [26, 469], "era": 221, "ereco": [145, 473], "erf": [229, 524], "erg": [52, 53, 67, 441, 446, 470, 493, 500, 507], "erlangen": 391, "erod": 201, "eros": [199, 201], "err": 472, "errat": 372, "errn": [121, 125, 129, 130, 132, 206, 434, 569], "errn_2sigma": 569, "error": [11, 16, 19, 20, 26, 28, 29, 30, 31, 32, 35, 36, 37, 39, 40, 67, 68, 79, 84, 86, 90, 101, 102, 104, 105, 109, 110, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 132, 133, 134, 135, 164, 190, 193, 198, 209, 211, 213, 214, 215, 216, 217, 220, 221, 223, 224, 225, 226, 228, 229, 230, 231, 232, 233, 234, 235, 236, 238, 242, 243, 244, 245, 246, 247, 248, 249, 253, 254, 255, 256, 258, 259, 260, 261, 262, 263, 265, 266, 268, 269, 270, 281, 283, 287, 288, 289, 295, 350, 372, 373, 386, 387, 388, 390, 395, 396, 399, 400, 413, 417, 419, 421, 423, 424, 426, 430, 431, 434, 436, 437, 438, 442, 443, 444, 446, 447, 449, 451, 454, 455, 456, 457, 459, 462, 463, 464, 466, 467, 470, 478, 479, 480, 482, 491, 492, 493, 495, 503, 505, 507, 525, 543, 552, 564, 567], "error_callback": 164, "errorbar": [83, 101, 102, 105, 109, 110, 193, 197, 218, 226, 230, 232, 233, 234, 249, 256, 268, 271, 441, 480], "errp": [121, 125, 129, 130, 132, 206, 434, 569], "errp_2sigma": 569, "escap": [372, 398], "especi": [87, 91, 133, 375, 379, 382, 386, 392, 393, 402, 423, 429, 443, 456, 465, 470, 475, 480, 482, 483], "essenti": [382, 384, 387, 417, 418, 419, 460, 475], "establish": [372, 385], "estim": [6, 19, 20, 26, 50, 72, 101, 105, 110, 112, 117, 118, 119, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 163, 169, 170, 171, 177, 186, 187, 196, 199, 201, 206, 209, 213, 214, 216, 217, 220, 221, 223, 224, 225, 226, 228, 229, 230, 231, 232, 233, 234, 235, 236, 238, 242, 243, 244, 245, 246, 247, 248, 249, 253, 254, 255, 256, 257, 258, 259, 260, 261, 262, 263, 265, 266, 268, 269, 270, 279, 286, 289, 293, 319, 365, 376, 378, 381, 385, 386, 387, 388, 391, 394, 400, 404, 413, 414, 417, 418, 419, 420, 423, 424, 425, 429, 430, 431, 432, 434, 437, 438, 440, 441, 442, 446, 448, 452, 454, 455, 456, 459, 461, 465, 466, 467, 468, 471, 472, 476, 480, 484, 487, 491, 492, 503, 507, 517, 519, 564, 565, 566, 568, 570], "estimate_best_fit": [125, 126, 129, 130], "estimate_count": [125, 126, 129, 130], "estimate_energy_depend": 119, "estimate_errn_errp": [125, 126, 129, 130], "estimate_excess_map": 121, "estimate_exposure_reco_energi": 121, "estimate_fit_input_map": 132, "estimate_flux_default": 132, "estimate_flux_map": 132, "estimate_flux_point": [125, 126, 129], "estimate_kernel": [121, 132], "estimate_map": 117, "estimate_mask_default": [121, 132], "estimate_min_e2dnd": 131, "estimate_min_excess": 131, "estimate_npr": [125, 126, 129, 130], "estimate_npred_excess": [125, 126, 129], "estimate_pad_width": 132, "estimate_scan": [125, 126, 129, 130], "estimate_t": [125, 126, 129, 130], "estimate_time_bin_flux": 129, "estimate_ul": [125, 126, 129, 130], "estimator_result": [139, 467], "et": [26, 33, 59, 101, 133, 148, 221, 288, 289, 295, 382, 450, 457, 463, 495, 566], "eta": [231, 232, 254, 526, 530, 557], "eta_": 50, "eta_b": 50, "eta_rang": [526, 530], "etc": [105, 110, 122, 372, 377, 378, 382, 383, 384, 387, 388, 392, 393, 396, 398, 399, 420, 447, 449, 454, 462, 464, 466, 467, 471, 475, 478, 480, 483, 491, 503, 516, 566], "etru": 473, "eu": 392, "euclidean": 297, "europ": 398, "ev": [473, 507, 543], "ev2": 473, "evalu": [17, 18, 19, 20, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 35, 36, 37, 39, 40, 68, 87, 91, 102, 105, 108, 109, 110, 125, 129, 142, 143, 144, 145, 148, 149, 150, 152, 155, 157, 159, 160, 168, 175, 181, 196, 207, 208, 213, 214, 215, 216, 217, 218, 219, 220, 221, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 235, 236, 238, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 253, 254, 255, 256, 257, 258, 259, 260, 261, 262, 263, 265, 266, 267, 268, 269, 270, 271, 312, 372, 377, 381, 387, 390, 391, 394, 395, 396, 400, 412, 413, 414, 416, 419, 423, 428, 429, 431, 432, 433, 434, 435, 436, 437, 438, 458, 459, 467, 473, 478, 480, 482, 483, 503, 525, 526, 533, 566, 569], "evaluate_contain": [149, 157, 159, 425], "evaluate_direct": [149, 157, 159], "evaluate_energy_flux": [247, 248], "evaluate_error": [19, 20, 26, 124, 213, 214, 217, 221, 223, 224, 225, 229, 235, 236, 238, 242, 244, 246, 247, 248, 253, 258, 260, 261, 262, 263, 266, 270, 390], "evaluate_geom": [215, 216, 220, 227, 228, 231, 243, 245, 254, 255, 257, 259, 265, 269, 438, 478, 526], "evaluate_integr": [246, 247, 248], "evaluate_paramet": [149, 157, 159], "evaluation_bin_size_min": [215, 216, 220, 228, 231, 243, 245, 254, 255, 257, 259, 265, 269], "evaluation_radiu": [215, 216, 220, 228, 231, 243, 245, 254, 255, 257, 259, 265, 267, 269, 383, 384, 395, 478], "evaluation_region": [215, 216, 220, 228, 231, 243, 245, 254, 255, 257, 259, 265, 269], "even": [28, 29, 30, 31, 32, 35, 36, 37, 39, 40, 87, 91, 199, 210, 212, 372, 375, 377, 379, 380, 386, 389, 390, 398, 399, 415, 464, 467, 472, 474, 475, 476, 477, 478, 491, 503, 505, 529, 530, 567], "event": [82, 83, 84, 85, 86, 87, 88, 89, 90, 93, 103, 104, 108, 113, 121, 131, 147, 158, 161, 162, 169, 177, 188, 189, 191, 197, 200, 201, 218, 226, 230, 232, 233, 234, 249, 256, 268, 271, 329, 372, 373, 376, 378, 382, 384, 386, 387, 388, 399, 404, 408, 415, 416, 417, 419, 423, 424, 425, 430, 431, 432, 433, 434, 437, 438, 440, 443, 446, 447, 448, 452, 454, 455, 461, 466, 474, 484, 487, 489, 491, 492, 503, 507, 515, 516, 517, 565, 566, 569], "event_3fhl": 493, "event_class": [84, 483, 493], "event_det_coord": [103, 108], "event_fil": 88, "event_filt": 89, "event_filter_typ": 89, "event_id": [385, 482, 483, 493, 504], "event_list": [83, 372, 373, 385], "event_list_meta": [103, 108, 418], "event_sampl": [440, 458, 461], "event_sampling_nrg_depend_model": [440, 459, 461], "event_typ": [104, 483, 493], "eventlist": [84, 88, 103, 108, 177, 188, 189, 191, 197, 200, 201, 372, 373, 378, 385, 386, 387, 399, 408, 413, 420, 425, 427, 428, 429, 431, 432, 458, 459, 467, 475, 482, 483, 493, 507, 516], "eventlistbas": 89, "eventlistdataset": 432, "eventlistlat": 504, "eventlistmetadata": [83, 399], "events2": 83, "events_": 458, "events_0001": 458, "events_1": 504, "events_2": 504, "events_3fhl": 493, "events_bkg": 385, "events_gc_3fhl": 493, "events_list": 385, "events_path": [82, 458], "events_src": 385, "events_tot": 385, "events_vela": 467, "eventu": [372, 377, 388, 391, 392, 408, 478], "ever": 570, "everi": [187, 189, 201, 269, 372, 375, 380, 381, 382, 384, 388, 397, 399, 402, 443, 446, 475, 492, 567], "everyon": 377, "everyth": [372, 390, 391, 507], "everywher": [372, 386, 391, 392, 412], "evid": [133, 470], "evolut": [50, 52, 53, 221, 378, 392, 440, 461, 487, 500, 501, 503, 504, 512, 515, 519, 521], "evolv": [28, 29, 30, 35, 36, 39, 40, 50, 52, 53, 221, 389, 392, 399, 459, 473], "evt_sampl": 458, "ex": [11, 475, 477, 478], "exact": [28, 29, 30, 31, 32, 35, 36, 37, 39, 40, 91, 390, 475, 483], "exactli": [117, 121, 125, 129, 132, 193, 367, 446, 448, 465, 467, 476, 480, 483, 503, 520], "exagger": 363, "examin": [398, 511], "exampl": [11, 19, 20, 28, 29, 30, 31, 32, 35, 36, 37, 39, 40, 66, 67, 80, 82, 83, 85, 86, 87, 88, 89, 91, 94, 96, 99, 101, 102, 105, 109, 110, 111, 114, 115, 116, 117, 119, 121, 122, 124, 126, 128, 129, 130, 131, 132, 133, 137, 138, 140, 141, 143, 145, 147, 148, 149, 150, 156, 158, 161, 168, 171, 173, 186, 187, 188, 189, 190, 191, 192, 193, 194, 196, 197, 198, 199, 200, 201, 206, 210, 212, 233, 239, 270, 273, 279, 282, 297, 298, 319, 323, 329, 339, 351, 352, 357, 360, 362, 363, 365, 367, 369, 372, 373, 375, 377, 380, 382, 383, 384, 385, 386, 387, 388, 389, 390, 392, 395, 398, 399, 400, 404, 405, 406, 408, 412, 414, 417, 420, 423, 424, 425, 428, 430, 431, 432, 438, 440, 441, 442, 443, 444, 445, 446, 447, 448, 449, 450, 451, 452, 453, 454, 455, 456, 457, 458, 459, 460, 461, 462, 463, 464, 465, 466, 467, 468, 469, 470, 471, 472, 473, 474, 475, 476, 477, 478, 479, 481, 482, 483, 484, 485, 486, 487, 488, 489, 490, 491, 492, 493, 494, 495, 497, 498, 507, 509, 510, 511, 513, 518, 520, 521, 522, 532, 553, 561, 562, 563, 567, 569, 571, 572], "example_cub": 475, "example_cube_fgst": 475, "exce": 112, "except": [67, 69, 80, 87, 91, 102, 105, 109, 110, 164, 188, 189, 191, 197, 200, 201, 299, 369, 372, 383, 387, 391, 473, 477, 520], "excerpt": 485, "excess": [15, 67, 72, 102, 105, 109, 110, 118, 121, 122, 124, 125, 126, 129, 131, 134, 135, 139, 168, 281, 283, 288, 289, 370, 384, 387, 419, 420, 426, 431, 438, 441, 442, 446, 447, 449, 450, 451, 454, 456, 460, 462, 466, 467, 470, 471, 474, 476, 477, 484, 491, 492, 505, 507], "excess_estim": 484, "excess_estimator_integr": 484, "excess_integr": 484, "excess_map": [16, 447, 451, 452, 454, 491], "excess_map_estim": 467, "excess_matching_signific": [422, 432], "excess_min": 141, "excess_r": 471, "excessestim": 396, "excessmapconfig": 16, "excessmapestim": [118, 137, 138, 139, 396, 419, 420, 421, 423, 426, 436, 438, 452, 454, 467, 476, 484, 505], "excesspointsestim": 396, "excessprofileestim": [396, 420], "exchang": 386, "exclud": [16, 84, 90, 101, 102, 104, 105, 109, 110, 123, 128, 169, 171, 210, 212, 219, 241, 378, 435, 474, 476, 516, 517], "exclude_default": [16, 84, 90, 104, 123], "exclude_non": [16, 84, 90, 104, 123], "exclude_unset": [16, 84, 90, 104, 123], "exclus": [16, 83, 163, 165, 170, 171, 172, 173, 176, 187, 199, 378, 386, 388, 419, 421, 443, 451, 454, 474, 514, 516], "exclusion_mask": [163, 165, 170, 171, 172, 173, 176, 446, 452, 456, 474, 476, 492, 514, 516, 517], "exclusion_mask_2d": 474, "exclusion_mask_crab": [447, 491], "exclusion_radiu": 476, "exclusion_region": 446, "exclusionmask": 429, "execut": [11, 121, 125, 129, 130, 132, 372, 373, 375, 377, 379, 380, 381, 387, 388, 392, 402, 403, 404, 405, 406, 407, 408, 417, 425, 431, 440, 445, 453, 461, 468, 474, 475, 481, 483, 486, 487, 488, 490, 493, 494, 522, 532, 553, 563, 565], "exercis": [375, 388, 392, 398], "exhibit": 457, "exist": [11, 15, 16, 26, 28, 29, 30, 31, 32, 35, 36, 37, 39, 40, 83, 87, 88, 91, 99, 100, 101, 102, 105, 107, 109, 110, 122, 124, 146, 147, 153, 158, 161, 173, 186, 187, 188, 189, 191, 192, 195, 196, 197, 199, 200, 201, 207, 219, 233, 241, 265, 266, 267, 269, 341, 356, 372, 375, 377, 380, 381, 383, 384, 385, 386, 388, 389, 391, 392, 393, 395, 396, 398, 399, 404, 405, 408, 409, 412, 416, 417, 431, 432, 434, 437, 450, 452, 471, 475, 476, 478, 479, 483, 504, 519, 520, 568], "exist_ok": [446, 447, 454, 455, 458, 491, 492], "exit": [11, 15, 87, 91, 210, 212, 219, 241, 413, 531, 567], "exot": 389, "exp": [21, 28, 29, 30, 31, 32, 35, 36, 39, 40, 148, 226, 229, 236, 247, 248, 261, 373, 395, 466, 478, 525, 526, 533, 537, 538, 539, 540, 549, 550, 551, 555, 556, 557, 570], "expand": [129, 337, 382, 423], "expand_map": 129, "expans": [50, 52, 53], "expcutoffpowerlaw": 539, "expcutoffpowerlaw3fglspectralmodel": [252, 395, 444, 478, 538], "expcutoffpowerlawnormspectralmodel": [225, 252, 438, 478, 539], "expcutoffpowerlawspectralmodel": [19, 20, 26, 80, 213, 214, 217, 221, 223, 224, 229, 235, 236, 238, 242, 244, 246, 247, 248, 252, 253, 258, 260, 261, 262, 263, 266, 270, 395, 444, 446, 454, 478, 537, 543], "expdecai": [226, 440, 521, 563], "expdecay_model": [458, 555], "expdecaytemporalmodel": [264, 395, 419, 423, 458, 466, 478, 555], "expect": [28, 29, 30, 31, 32, 35, 36, 37, 39, 40, 105, 108, 110, 122, 173, 178, 179, 184, 199, 281, 282, 283, 284, 286, 290, 296, 329, 372, 377, 385, 387, 388, 389, 392, 397, 399, 441, 443, 448, 449, 450, 452, 458, 459, 463, 464, 469, 472, 475, 476, 480, 483, 485, 503, 505, 568, 569, 570], "expens": [28, 29, 30, 31, 32, 35, 36, 37, 39, 40, 446, 459], "experi": [375, 377, 381, 383, 387, 400, 402, 431, 495, 566, 571], "experienc": [381, 407], "experiment": [28, 29, 30, 31, 32, 35, 36, 37, 39, 40, 388, 567], "expert": 392, "expertis": 389, "expfactor": [262, 263, 550, 551], "expir": 385, "explain": [87, 91, 372, 375, 377, 386, 389, 391, 392, 398, 402, 404, 406, 417, 423, 441, 446, 448, 469, 472, 476, 478, 507, 565, 567], "explan": [117, 121, 125, 129, 132, 377, 409, 463, 571], "explicit": [87, 91, 187, 189, 372, 388, 390, 396, 519, 571], "explicitli": [16, 19, 20, 26, 28, 29, 30, 31, 32, 35, 36, 37, 39, 40, 84, 90, 104, 123, 142, 143, 144, 145, 148, 149, 150, 152, 155, 157, 159, 160, 213, 214, 217, 221, 223, 224, 225, 229, 235, 236, 238, 242, 244, 246, 247, 248, 253, 258, 260, 261, 262, 263, 266, 270, 299, 382, 394, 403, 413, 459, 477, 505, 519, 571], "explor": [188, 189, 191, 197, 200, 201, 380, 388, 408, 440, 446, 451, 454, 457, 460, 461, 463, 464, 465, 470, 471, 477, 484, 485, 491, 493, 503, 504, 505, 507, 515, 516, 519, 564], "explos": 52, "expomap": 385, "expon": [395, 478], "exponenti": [28, 30, 36, 39, 40, 77, 223, 224, 225, 226, 261, 262, 263, 373, 383, 417, 440, 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448, 466, 555], "overkil": 466, "overlai": 447, "overlaid": [102, 105, 109, 110, 446, 447], "overlap": [86, 91, 114, 116, 129, 176, 193, 198, 369, 387, 446], "overlap_ok": 86, "overlin": [102, 109, 503], "overload": 423, "overplot": [470, 502], "overrid": [16, 28, 29, 30, 31, 32, 35, 36, 37, 39, 40, 84, 90, 104, 123, 339, 383, 446, 448, 456, 460], "overridden": [16, 28, 29, 30, 31, 32, 35, 36, 37, 39, 40, 84, 87, 90, 91, 104, 123, 196, 369], "oversampl": [103, 108, 156, 158, 161, 168, 175, 181, 187, 188, 189, 191, 196, 197, 200, 201, 216, 220, 228, 231, 232, 233, 243, 254, 255, 257, 259, 265, 269, 271, 275, 414, 474], "oversample_energy_factor": [103, 108, 459], "oversampling_factor": [189, 199, 215, 216, 220, 228, 231, 232, 233, 243, 245, 254, 255, 257, 259, 265, 269, 271], "overview": [6, 375, 402, 417, 418, 420, 423, 440, 467, 475, 478, 487, 493, 494, 507, 508, 521, 568], "overwrit": [11, 15, 16, 19, 20, 26, 82, 83, 88, 93, 100, 101, 102, 105, 107, 109, 110, 122, 124, 146, 147, 153, 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Computation times#

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e_refe_mine_maxdndednde_errtssqrt_tsnprednpred_excessstatstat_nullcountssuccess

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

     
float64float64float64float64float64float64float64float64[1]float32[1]float64float64float64[1]bool