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a/docs/dev/_modules/gammapy/irf/edisp/map.html b/docs/dev/_modules/gammapy/irf/edisp/map.html index 3c8cb3175c3..b2347a6e992 100644 --- a/docs/dev/_modules/gammapy/irf/edisp/map.html +++ b/docs/dev/_modules/gammapy/irf/edisp/map.html @@ -67,7 +67,7 @@ - + diff --git a/docs/dev/_modules/gammapy/irf/effective_area.html b/docs/dev/_modules/gammapy/irf/effective_area.html index f2f310f1732..b0c49679163 100644 --- a/docs/dev/_modules/gammapy/irf/effective_area.html +++ b/docs/dev/_modules/gammapy/irf/effective_area.html @@ -67,7 +67,7 @@ - + diff --git a/docs/dev/_modules/gammapy/irf/io.html b/docs/dev/_modules/gammapy/irf/io.html index c211aa60ca2..c2388fba6d7 100644 --- a/docs/dev/_modules/gammapy/irf/io.html +++ b/docs/dev/_modules/gammapy/irf/io.html @@ -67,7 +67,7 @@ - + diff --git a/docs/dev/_modules/gammapy/irf/psf/kernel.html b/docs/dev/_modules/gammapy/irf/psf/kernel.html index acefa9ad461..974182e1923 100644 --- a/docs/dev/_modules/gammapy/irf/psf/kernel.html +++ b/docs/dev/_modules/gammapy/irf/psf/kernel.html @@ -67,7 +67,7 @@ - + diff --git a/docs/dev/_modules/gammapy/irf/psf/map.html b/docs/dev/_modules/gammapy/irf/psf/map.html index cfbf2cf7289..ef46f1181c3 100644 --- a/docs/dev/_modules/gammapy/irf/psf/map.html +++ b/docs/dev/_modules/gammapy/irf/psf/map.html @@ -67,7 +67,7 @@ - + diff --git a/docs/dev/_modules/gammapy/irf/psf/parametric.html b/docs/dev/_modules/gammapy/irf/psf/parametric.html index dd4549803ce..2432d187510 100644 --- a/docs/dev/_modules/gammapy/irf/psf/parametric.html +++ b/docs/dev/_modules/gammapy/irf/psf/parametric.html @@ -67,7 +67,7 @@ - + diff --git a/docs/dev/_modules/gammapy/irf/psf/table.html b/docs/dev/_modules/gammapy/irf/psf/table.html index 16bfe9427b2..97871520d11 100644 --- a/docs/dev/_modules/gammapy/irf/psf/table.html +++ b/docs/dev/_modules/gammapy/irf/psf/table.html @@ -67,7 +67,7 @@ - + diff --git a/docs/dev/_modules/gammapy/irf/rad_max.html b/docs/dev/_modules/gammapy/irf/rad_max.html index f9dc5ba6bcd..792c199ce12 100644 --- a/docs/dev/_modules/gammapy/irf/rad_max.html +++ b/docs/dev/_modules/gammapy/irf/rad_max.html @@ -67,7 +67,7 @@ - + diff --git a/docs/dev/_modules/gammapy/makers/background/fov.html b/docs/dev/_modules/gammapy/makers/background/fov.html index e540d0700cb..5c81ca4e731 100644 --- a/docs/dev/_modules/gammapy/makers/background/fov.html +++ b/docs/dev/_modules/gammapy/makers/background/fov.html @@ -67,7 +67,7 @@ - + diff --git a/docs/dev/_modules/gammapy/makers/background/phase.html b/docs/dev/_modules/gammapy/makers/background/phase.html index a9497d39614..ddf3c3cd571 100644 --- a/docs/dev/_modules/gammapy/makers/background/phase.html +++ b/docs/dev/_modules/gammapy/makers/background/phase.html @@ -67,7 +67,7 @@ - + diff --git a/docs/dev/_modules/gammapy/makers/background/reflected.html b/docs/dev/_modules/gammapy/makers/background/reflected.html index 54c9d70c31e..73e192bf2e5 100644 --- a/docs/dev/_modules/gammapy/makers/background/reflected.html +++ b/docs/dev/_modules/gammapy/makers/background/reflected.html @@ -67,7 +67,7 @@ - + diff --git a/docs/dev/_modules/gammapy/makers/background/ring.html b/docs/dev/_modules/gammapy/makers/background/ring.html index fa2dc719502..a0ec82fec3e 100644 --- a/docs/dev/_modules/gammapy/makers/background/ring.html +++ b/docs/dev/_modules/gammapy/makers/background/ring.html @@ -67,7 +67,7 @@ - + diff --git a/docs/dev/_modules/gammapy/makers/core.html b/docs/dev/_modules/gammapy/makers/core.html index 3246108bf4b..860319fa340 100644 --- a/docs/dev/_modules/gammapy/makers/core.html +++ b/docs/dev/_modules/gammapy/makers/core.html @@ -67,7 +67,7 @@ - + diff --git a/docs/dev/_modules/gammapy/makers/map.html b/docs/dev/_modules/gammapy/makers/map.html index 2be1fd3e1de..f428beb7384 100644 --- a/docs/dev/_modules/gammapy/makers/map.html +++ b/docs/dev/_modules/gammapy/makers/map.html @@ -67,7 +67,7 @@ - + diff --git a/docs/dev/_modules/gammapy/makers/reduce.html b/docs/dev/_modules/gammapy/makers/reduce.html index 2681408ddb9..1633f7b6185 100644 --- a/docs/dev/_modules/gammapy/makers/reduce.html +++ b/docs/dev/_modules/gammapy/makers/reduce.html @@ -67,7 +67,7 @@ - + diff --git a/docs/dev/_modules/gammapy/makers/safe.html b/docs/dev/_modules/gammapy/makers/safe.html index ecfca8daf26..4d1982f74d2 100644 --- a/docs/dev/_modules/gammapy/makers/safe.html +++ b/docs/dev/_modules/gammapy/makers/safe.html @@ -67,7 +67,7 @@ - + diff --git a/docs/dev/_modules/gammapy/makers/spectrum.html b/docs/dev/_modules/gammapy/makers/spectrum.html index f474b7023c7..0fff6cd970b 100644 --- a/docs/dev/_modules/gammapy/makers/spectrum.html +++ b/docs/dev/_modules/gammapy/makers/spectrum.html @@ -67,7 +67,7 @@ - + diff --git a/docs/dev/_modules/gammapy/makers/utils.html b/docs/dev/_modules/gammapy/makers/utils.html index f23f55cb60f..7ee6fbe00e5 100644 --- a/docs/dev/_modules/gammapy/makers/utils.html +++ b/docs/dev/_modules/gammapy/makers/utils.html @@ -67,7 +67,7 @@ - + diff --git a/docs/dev/_modules/gammapy/maps/axes.html b/docs/dev/_modules/gammapy/maps/axes.html index 856a873b688..3ea4b540717 100644 --- a/docs/dev/_modules/gammapy/maps/axes.html +++ b/docs/dev/_modules/gammapy/maps/axes.html @@ -67,7 +67,7 @@ - + diff --git a/docs/dev/_modules/gammapy/maps/coord.html b/docs/dev/_modules/gammapy/maps/coord.html index 78cbc182808..79a7da2f5f2 100644 --- a/docs/dev/_modules/gammapy/maps/coord.html +++ b/docs/dev/_modules/gammapy/maps/coord.html @@ -67,7 +67,7 @@ - + diff --git a/docs/dev/_modules/gammapy/maps/core.html b/docs/dev/_modules/gammapy/maps/core.html index a2070dd2a73..11576a5abd4 100644 --- a/docs/dev/_modules/gammapy/maps/core.html +++ b/docs/dev/_modules/gammapy/maps/core.html @@ -67,7 +67,7 @@ - + diff --git a/docs/dev/_modules/gammapy/maps/geom.html b/docs/dev/_modules/gammapy/maps/geom.html index 4ac8a8af908..62b839aea2a 100644 --- a/docs/dev/_modules/gammapy/maps/geom.html +++ b/docs/dev/_modules/gammapy/maps/geom.html @@ -67,7 +67,7 @@ - + diff --git a/docs/dev/_modules/gammapy/maps/hpx/core.html b/docs/dev/_modules/gammapy/maps/hpx/core.html index 1c5c433ca66..b749902104b 100644 --- a/docs/dev/_modules/gammapy/maps/hpx/core.html +++ b/docs/dev/_modules/gammapy/maps/hpx/core.html @@ -67,7 +67,7 @@ - + diff --git a/docs/dev/_modules/gammapy/maps/hpx/geom.html b/docs/dev/_modules/gammapy/maps/hpx/geom.html index a323bfce909..313552a4f82 100644 --- a/docs/dev/_modules/gammapy/maps/hpx/geom.html +++ b/docs/dev/_modules/gammapy/maps/hpx/geom.html @@ -67,7 +67,7 @@ - + diff --git a/docs/dev/_modules/gammapy/maps/hpx/ndmap.html b/docs/dev/_modules/gammapy/maps/hpx/ndmap.html index 036691428c3..0840804d00e 100644 --- a/docs/dev/_modules/gammapy/maps/hpx/ndmap.html +++ b/docs/dev/_modules/gammapy/maps/hpx/ndmap.html @@ -67,7 +67,7 @@ - + diff --git a/docs/dev/_modules/gammapy/maps/maps.html b/docs/dev/_modules/gammapy/maps/maps.html index d4f245b05ad..0e0ad05dd71 100644 --- a/docs/dev/_modules/gammapy/maps/maps.html +++ b/docs/dev/_modules/gammapy/maps/maps.html @@ -67,7 +67,7 @@ - + diff --git a/docs/dev/_modules/gammapy/maps/measure.html b/docs/dev/_modules/gammapy/maps/measure.html index 6956a9715ae..d828b9d46a4 100644 --- a/docs/dev/_modules/gammapy/maps/measure.html +++ b/docs/dev/_modules/gammapy/maps/measure.html @@ -67,7 +67,7 @@ - + diff --git a/docs/dev/_modules/gammapy/maps/region/geom.html b/docs/dev/_modules/gammapy/maps/region/geom.html index 80748419adb..c364ee03fdb 100644 --- a/docs/dev/_modules/gammapy/maps/region/geom.html +++ b/docs/dev/_modules/gammapy/maps/region/geom.html @@ -67,7 +67,7 @@ - + diff --git a/docs/dev/_modules/gammapy/maps/region/ndmap.html b/docs/dev/_modules/gammapy/maps/region/ndmap.html index 519f06ea994..f94a62db74e 100644 --- a/docs/dev/_modules/gammapy/maps/region/ndmap.html +++ b/docs/dev/_modules/gammapy/maps/region/ndmap.html @@ -67,7 +67,7 @@ - + diff --git a/docs/dev/_modules/gammapy/maps/wcs/core.html b/docs/dev/_modules/gammapy/maps/wcs/core.html index 73e46336371..2012ebf158e 100644 --- a/docs/dev/_modules/gammapy/maps/wcs/core.html +++ b/docs/dev/_modules/gammapy/maps/wcs/core.html @@ -67,7 +67,7 @@ - + diff --git a/docs/dev/_modules/gammapy/maps/wcs/geom.html b/docs/dev/_modules/gammapy/maps/wcs/geom.html index 5438bf6569a..a31eafdf1a4 100644 --- a/docs/dev/_modules/gammapy/maps/wcs/geom.html +++ b/docs/dev/_modules/gammapy/maps/wcs/geom.html @@ -67,7 +67,7 @@ - + diff --git a/docs/dev/_modules/gammapy/maps/wcs/ndmap.html b/docs/dev/_modules/gammapy/maps/wcs/ndmap.html index f007281d6b1..b46f0833c59 100644 --- a/docs/dev/_modules/gammapy/maps/wcs/ndmap.html +++ b/docs/dev/_modules/gammapy/maps/wcs/ndmap.html @@ -67,7 +67,7 @@ - + diff --git a/docs/dev/_modules/gammapy/modeling/covariance.html b/docs/dev/_modules/gammapy/modeling/covariance.html index 8886e7c815f..237dfc4d158 100644 --- a/docs/dev/_modules/gammapy/modeling/covariance.html +++ b/docs/dev/_modules/gammapy/modeling/covariance.html @@ -67,7 +67,7 @@ - + diff --git a/docs/dev/_modules/gammapy/modeling/fit.html b/docs/dev/_modules/gammapy/modeling/fit.html index 66f99d65b78..ffb82f392c5 100644 --- a/docs/dev/_modules/gammapy/modeling/fit.html +++ b/docs/dev/_modules/gammapy/modeling/fit.html @@ -67,7 +67,7 @@ - + diff --git a/docs/dev/_modules/gammapy/modeling/models/core.html b/docs/dev/_modules/gammapy/modeling/models/core.html index d2dd40d00d3..44209b57f12 100644 --- a/docs/dev/_modules/gammapy/modeling/models/core.html +++ b/docs/dev/_modules/gammapy/modeling/models/core.html @@ -67,7 +67,7 @@ - + diff --git a/docs/dev/_modules/gammapy/modeling/models/cube.html b/docs/dev/_modules/gammapy/modeling/models/cube.html index ec3675343d6..6c077d3ac87 100644 --- a/docs/dev/_modules/gammapy/modeling/models/cube.html +++ b/docs/dev/_modules/gammapy/modeling/models/cube.html @@ -67,7 +67,7 @@ - + diff --git a/docs/dev/_modules/gammapy/modeling/models/prior.html b/docs/dev/_modules/gammapy/modeling/models/prior.html index 375422f3180..457019cc54d 100644 --- a/docs/dev/_modules/gammapy/modeling/models/prior.html +++ b/docs/dev/_modules/gammapy/modeling/models/prior.html @@ -67,7 +67,7 @@ - + diff --git a/docs/dev/_modules/gammapy/modeling/models/spatial.html b/docs/dev/_modules/gammapy/modeling/models/spatial.html index 7d61d9ff7ea..03361e20dbc 100644 --- a/docs/dev/_modules/gammapy/modeling/models/spatial.html +++ b/docs/dev/_modules/gammapy/modeling/models/spatial.html @@ -67,7 +67,7 @@ - + diff --git a/docs/dev/_modules/gammapy/modeling/models/spectral.html b/docs/dev/_modules/gammapy/modeling/models/spectral.html index e6eae624203..1ca6f901426 100644 --- a/docs/dev/_modules/gammapy/modeling/models/spectral.html +++ b/docs/dev/_modules/gammapy/modeling/models/spectral.html @@ -67,7 +67,7 @@ - + diff --git a/docs/dev/_modules/gammapy/modeling/models/spectral_cosmic_ray.html b/docs/dev/_modules/gammapy/modeling/models/spectral_cosmic_ray.html index fc110326f68..d36c53ba8c4 100644 --- a/docs/dev/_modules/gammapy/modeling/models/spectral_cosmic_ray.html +++ b/docs/dev/_modules/gammapy/modeling/models/spectral_cosmic_ray.html @@ -67,7 +67,7 @@ - + diff --git a/docs/dev/_modules/gammapy/modeling/models/spectral_crab.html b/docs/dev/_modules/gammapy/modeling/models/spectral_crab.html index ea88dfdba35..c4007d81c13 100644 --- a/docs/dev/_modules/gammapy/modeling/models/spectral_crab.html +++ b/docs/dev/_modules/gammapy/modeling/models/spectral_crab.html @@ -67,7 +67,7 @@ - + diff --git a/docs/dev/_modules/gammapy/modeling/models/temporal.html b/docs/dev/_modules/gammapy/modeling/models/temporal.html index afae3cb5cdb..c1f0199fe50 100644 --- a/docs/dev/_modules/gammapy/modeling/models/temporal.html +++ b/docs/dev/_modules/gammapy/modeling/models/temporal.html @@ -67,7 +67,7 @@ - + diff --git a/docs/dev/_modules/gammapy/modeling/models/utils.html b/docs/dev/_modules/gammapy/modeling/models/utils.html index 719624ab824..eb6a598086c 100644 --- a/docs/dev/_modules/gammapy/modeling/models/utils.html +++ b/docs/dev/_modules/gammapy/modeling/models/utils.html @@ -67,7 +67,7 @@ - + diff --git a/docs/dev/_modules/gammapy/modeling/parameter.html b/docs/dev/_modules/gammapy/modeling/parameter.html index 228acf4f775..a1cdaf634fa 100644 --- a/docs/dev/_modules/gammapy/modeling/parameter.html +++ b/docs/dev/_modules/gammapy/modeling/parameter.html @@ -67,7 +67,7 @@ - + diff --git a/docs/dev/_modules/gammapy/modeling/scipy.html b/docs/dev/_modules/gammapy/modeling/scipy.html index bbb8a7056e9..fa179db0087 100644 --- a/docs/dev/_modules/gammapy/modeling/scipy.html +++ b/docs/dev/_modules/gammapy/modeling/scipy.html @@ -67,7 +67,7 @@ - + diff --git a/docs/dev/_modules/gammapy/modeling/selection.html b/docs/dev/_modules/gammapy/modeling/selection.html index 79e8d583439..4dc63cde2a7 100644 --- a/docs/dev/_modules/gammapy/modeling/selection.html +++ b/docs/dev/_modules/gammapy/modeling/selection.html @@ -67,7 +67,7 @@ - + @@ -480,7 +480,7 @@

Source code for gammapy.modeling.selection

 # Licensed under a 3-clause BSD style license - see LICENSE.rst
 import numpy as np
-from gammapy.modeling import Fit, Parameter
+from gammapy.modeling import Fit, Parameter, Covariance
 from gammapy.stats.utils import sigma_to_ts
 from .fit import FitResult, OptimizeResult
 
@@ -552,9 +552,9 @@ 
Source code for gammapy.modeling.selection
          (for example considereing diffuse background or nearby source).
         """
         stat = datasets.stat_sum()
-        object_cache, prev_pars = self._apply_null_hypothesis(datasets)
+        cache = self._apply_null_hypothesis(datasets)
         stat_null = datasets.stat_sum()
-        self._restore_status(datasets, object_cache, prev_pars)
+        self._restore_status(datasets, cache)
         return stat_null - stat
 
     def ts_asimov(self, datasets):
@@ -601,7 +601,7 @@ 
Source code for gammapy.modeling.selection
         fit_results = self.fit.run(datasets)
         stat = datasets.stat_sum()
 
-        object_cache, prev_pars = self._apply_null_hypothesis(datasets)
+        cache = self._apply_null_hypothesis(datasets)
 
         if len(datasets.models.parameters.free_parameters) > 0:
             fit_results_null = self.fit.run(datasets)
@@ -623,7 +623,7 @@ 
Source code for gammapy.modeling.selection
         ts = stat_null - stat
         if not apply_selection or ts > self.ts_threshold:
             # restore default model if preferred against null hypothesis or if selection is ignored
-            self._restore_status(datasets, object_cache, prev_pars)
+            self._restore_status(datasets, cache)
         return dict(
             ts=ts,
             fit_results=fit_results,
@@ -631,23 +631,30 @@ 
Source code for gammapy.modeling.selection
         )
 
     def _apply_null_hypothesis(self, datasets):
-        object_cache = [p.__dict__ for p in datasets.models.parameters]
-        prev_pars = [p.value for p in datasets.models.parameters]
+        cache = dict()
+        cache["object"] = [p.__dict__ for p in datasets.models.parameters]
+        cache["values"] = [p.value for p in datasets.models.parameters]
+        cache["error"] = [p.error for p in datasets.models.parameters]
         for p, val in zip(self.parameters, self.null_values):
             if isinstance(val, Parameter):
                 p.__dict__ = val.__dict__
             else:
                 p.value = val
                 p.frozen = True
-        return object_cache, prev_pars
+        cache["covar"] = Covariance(
+            datasets.models.parameters, datasets.models.covariance.data
+        )
+        return cache
 
-    def _restore_status(self, datasets, object_cache, prev_pars):
-        """Restore parameters to given cached cached objects and values"""
+    def _restore_status(self, datasets, cache):
+        """Restore parameters to given cached objects and values"""
         for p in self.parameters:
             p.frozen = False
         for kp, p in enumerate(datasets.models.parameters):
-            p.__dict__ = object_cache[kp]
-            p.value = prev_pars[kp]
+            p.__dict__ = cache["object"][kp]
+            p.value = cache["values"][kp]
+            p.error = cache["error"][kp]
+        datasets._covariance = cache["covar"]
 
 
 

diff --git a/docs/dev/_modules/gammapy/stats/counts_statistic.html b/docs/dev/_modules/gammapy/stats/counts_statistic.html
index f94bdc09847..27509e54367 100644
--- a/docs/dev/_modules/gammapy/stats/counts_statistic.html
+++ b/docs/dev/_modules/gammapy/stats/counts_statistic.html
@@ -67,7 +67,7 @@
     
   
   
-  
+  
     
   
   
diff --git a/docs/dev/_modules/gammapy/stats/fit_statistics.html b/docs/dev/_modules/gammapy/stats/fit_statistics.html
index 5b68dfa16d6..62b7d33b14f 100644
--- a/docs/dev/_modules/gammapy/stats/fit_statistics.html
+++ b/docs/dev/_modules/gammapy/stats/fit_statistics.html
@@ -67,7 +67,7 @@
     
   
   
-  
+  
     
   
   
diff --git a/docs/dev/_modules/gammapy/stats/variability.html b/docs/dev/_modules/gammapy/stats/variability.html
index ebfad869fe4..920bf268b41 100644
--- a/docs/dev/_modules/gammapy/stats/variability.html
+++ b/docs/dev/_modules/gammapy/stats/variability.html
@@ -67,7 +67,7 @@
     
   
   
-  
+  
     
   
   
diff --git a/docs/dev/_modules/gammapy/utils/cluster.html b/docs/dev/_modules/gammapy/utils/cluster.html
index 4a72b57146a..0a3b5a0816f 100644
--- a/docs/dev/_modules/gammapy/utils/cluster.html
+++ b/docs/dev/_modules/gammapy/utils/cluster.html
@@ -67,7 +67,7 @@
     
   
   
-  
+  
     
   
   
diff --git a/docs/dev/_modules/gammapy/utils/coordinates/fov.html b/docs/dev/_modules/gammapy/utils/coordinates/fov.html
index 17a44c1ca04..02d83700cd3 100644
--- a/docs/dev/_modules/gammapy/utils/coordinates/fov.html
+++ b/docs/dev/_modules/gammapy/utils/coordinates/fov.html
@@ -67,7 +67,7 @@
     
   
   
-  
+  
     
   
   
diff --git a/docs/dev/_modules/gammapy/utils/coordinates/other.html b/docs/dev/_modules/gammapy/utils/coordinates/other.html
index e8051cea8ee..a7b19ad5c9c 100644
--- a/docs/dev/_modules/gammapy/utils/coordinates/other.html
+++ b/docs/dev/_modules/gammapy/utils/coordinates/other.html
@@ -67,7 +67,7 @@
     
   
   
-  
+  
     
   
   
diff --git a/docs/dev/_modules/gammapy/utils/fits.html b/docs/dev/_modules/gammapy/utils/fits.html
index 977ba4ffe57..d813e7a5992 100644
--- a/docs/dev/_modules/gammapy/utils/fits.html
+++ b/docs/dev/_modules/gammapy/utils/fits.html
@@ -67,7 +67,7 @@
     
   
   
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diff --git a/docs/dev/_modules/gammapy/utils/integrate.html b/docs/dev/_modules/gammapy/utils/integrate.html
index 7368e17a471..e037afb70cb 100644
--- a/docs/dev/_modules/gammapy/utils/integrate.html
+++ b/docs/dev/_modules/gammapy/utils/integrate.html
@@ -67,7 +67,7 @@
     
   
   
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diff --git a/docs/dev/_modules/gammapy/utils/interpolation.html b/docs/dev/_modules/gammapy/utils/interpolation.html
index 1ab0fdc4710..6513d26bf65 100644
--- a/docs/dev/_modules/gammapy/utils/interpolation.html
+++ b/docs/dev/_modules/gammapy/utils/interpolation.html
@@ -67,7 +67,7 @@
     
   
   
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diff --git a/docs/dev/_modules/gammapy/utils/parallel.html b/docs/dev/_modules/gammapy/utils/parallel.html
index 930952aab2f..7d5c7c43df8 100644
--- a/docs/dev/_modules/gammapy/utils/parallel.html
+++ b/docs/dev/_modules/gammapy/utils/parallel.html
@@ -67,7 +67,7 @@
     
   
   
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diff --git a/docs/dev/_modules/gammapy/utils/random/inverse_cdf.html b/docs/dev/_modules/gammapy/utils/random/inverse_cdf.html
index eb024873614..aa7c1714c41 100644
--- a/docs/dev/_modules/gammapy/utils/random/inverse_cdf.html
+++ b/docs/dev/_modules/gammapy/utils/random/inverse_cdf.html
@@ -67,7 +67,7 @@
     
   
   
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+  
     
   
   
diff --git a/docs/dev/_modules/gammapy/utils/random/utils.html b/docs/dev/_modules/gammapy/utils/random/utils.html
index 002cde56adb..8ce5330af41 100644
--- a/docs/dev/_modules/gammapy/utils/random/utils.html
+++ b/docs/dev/_modules/gammapy/utils/random/utils.html
@@ -67,7 +67,7 @@
     
   
   
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diff --git a/docs/dev/_modules/gammapy/utils/regions.html b/docs/dev/_modules/gammapy/utils/regions.html
index dc2cb0875f9..0d62a28a9e5 100644
--- a/docs/dev/_modules/gammapy/utils/regions.html
+++ b/docs/dev/_modules/gammapy/utils/regions.html
@@ -67,7 +67,7 @@
     
   
   
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diff --git a/docs/dev/_modules/gammapy/utils/scripts.html b/docs/dev/_modules/gammapy/utils/scripts.html
index 0d34e03c94e..5627c2abeba 100644
--- a/docs/dev/_modules/gammapy/utils/scripts.html
+++ b/docs/dev/_modules/gammapy/utils/scripts.html
@@ -67,7 +67,7 @@
     
   
   
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diff --git a/docs/dev/_modules/gammapy/utils/table.html b/docs/dev/_modules/gammapy/utils/table.html
index bd965262dc5..9366f13f6c7 100644
--- a/docs/dev/_modules/gammapy/utils/table.html
+++ b/docs/dev/_modules/gammapy/utils/table.html
@@ -67,7 +67,7 @@
     
   
   
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diff --git a/docs/dev/_modules/gammapy/utils/testing.html b/docs/dev/_modules/gammapy/utils/testing.html
index f564e333859..e2d7b2447ad 100644
--- a/docs/dev/_modules/gammapy/utils/testing.html
+++ b/docs/dev/_modules/gammapy/utils/testing.html
@@ -67,7 +67,7 @@
     
   
   
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diff --git a/docs/dev/_modules/gammapy/utils/time.html b/docs/dev/_modules/gammapy/utils/time.html
index f942958240f..ef161468f31 100644
--- a/docs/dev/_modules/gammapy/utils/time.html
+++ b/docs/dev/_modules/gammapy/utils/time.html
@@ -67,7 +67,7 @@
     
   
   
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diff --git a/docs/dev/_modules/gammapy/utils/units.html b/docs/dev/_modules/gammapy/utils/units.html
index 7430b954054..46ad03ec0d7 100644
--- a/docs/dev/_modules/gammapy/utils/units.html
+++ b/docs/dev/_modules/gammapy/utils/units.html
@@ -67,7 +67,7 @@
     
   
   
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diff --git a/docs/dev/_modules/gammapy/visualization/cmap.html b/docs/dev/_modules/gammapy/visualization/cmap.html
index 41d883fa6f4..4792cf2d0e7 100644
--- a/docs/dev/_modules/gammapy/visualization/cmap.html
+++ b/docs/dev/_modules/gammapy/visualization/cmap.html
@@ -67,7 +67,7 @@
     
   
   
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diff --git a/docs/dev/_modules/gammapy/visualization/datasets.html b/docs/dev/_modules/gammapy/visualization/datasets.html
index a2a7dfde345..10f6e476384 100644
--- a/docs/dev/_modules/gammapy/visualization/datasets.html
+++ b/docs/dev/_modules/gammapy/visualization/datasets.html
@@ -67,7 +67,7 @@
     
   
   
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diff --git a/docs/dev/_modules/gammapy/visualization/heatmap.html b/docs/dev/_modules/gammapy/visualization/heatmap.html
index 2f11881b0b1..ca64ce62b3b 100644
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+++ b/docs/dev/_modules/gammapy/visualization/heatmap.html
@@ -67,7 +67,7 @@
     
   
   
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diff --git a/docs/dev/_modules/gammapy/visualization/panel.html b/docs/dev/_modules/gammapy/visualization/panel.html
index 4193b7aa233..c47092b3fbf 100644
--- a/docs/dev/_modules/gammapy/visualization/panel.html
+++ b/docs/dev/_modules/gammapy/visualization/panel.html
@@ -67,7 +67,7 @@
     
   
   
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diff --git a/docs/dev/_modules/gammapy/visualization/utils.html b/docs/dev/_modules/gammapy/visualization/utils.html
index 0382750d8e0..54455465b7e 100644
--- a/docs/dev/_modules/gammapy/visualization/utils.html
+++ b/docs/dev/_modules/gammapy/visualization/utils.html
@@ -67,7 +67,7 @@
     
   
   
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diff --git a/docs/dev/_modules/index.html b/docs/dev/_modules/index.html
index 755c89aef84..c9185a0f3cf 100644
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+++ b/docs/dev/_modules/index.html
@@ -67,7 +67,7 @@
     
   
   
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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 ffe82ed3c4b..a9dccb9382a 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
 =================
-**10:14.861** total execution time for 84 files **from all galleries**:
+**09:47.392** total execution time for 84 files **from all galleries**:
 
 .. container::
 
@@ -33,254 +33,254 @@ Computation times
      - Time
      - Mem (MB)
    * - :ref:`sphx_glr_tutorials_api_priors.py` (``../examples/tutorials/api/priors.py``)
-     - 01:12.842
+     - 01:22.871
      - 0.0
-   * - :ref:`sphx_glr_tutorials_analysis-3d_event_sampling.py` (``../examples/tutorials/analysis-3d/event_sampling.py``)
-     - 00:55.819
+   * - :ref:`sphx_glr_tutorials_analysis-time_light_curve_flare.py` (``../examples/tutorials/analysis-time/light_curve_flare.py``)
+     - 00:35.065
      - 0.0
    * - :ref:`sphx_glr_tutorials_analysis-3d_analysis_3d.py` (``../examples/tutorials/analysis-3d/analysis_3d.py``)
-     - 00:35.073
+     - 00:33.613
      - 0.0
-   * - :ref:`sphx_glr_tutorials_analysis-time_light_curve_flare.py` (``../examples/tutorials/analysis-time/light_curve_flare.py``)
-     - 00:34.601
+   * - :ref:`sphx_glr_tutorials_analysis-3d_event_sampling.py` (``../examples/tutorials/analysis-3d/event_sampling.py``)
+     - 00:30.900
      - 0.0
    * - :ref:`sphx_glr_tutorials_analysis-1d_spectral_analysis.py` (``../examples/tutorials/analysis-1d/spectral_analysis.py``)
-     - 00:31.142
+     - 00:30.157
      - 0.0
    * - :ref:`sphx_glr_tutorials_api_astro_dark_matter.py` (``../examples/tutorials/api/astro_dark_matter.py``)
-     - 00:28.388
+     - 00:28.116
      - 0.0
    * - :ref:`sphx_glr_tutorials_analysis-time_time_resolved_spectroscopy.py` (``../examples/tutorials/analysis-time/time_resolved_spectroscopy.py``)
-     - 00:21.468
+     - 00:21.406
      - 0.0
    * - :ref:`sphx_glr_tutorials_analysis-3d_flux_profiles.py` (``../examples/tutorials/analysis-3d/flux_profiles.py``)
-     - 00:21.302
+     - 00:21.014
      - 0.0
    * - :ref:`sphx_glr_tutorials_analysis-2d_detect.py` (``../examples/tutorials/analysis-2d/detect.py``)
-     - 00:21.208
+     - 00:20.815
      - 0.0
    * - :ref:`sphx_glr_tutorials_analysis-3d_energy_dependent_estimation.py` (``../examples/tutorials/analysis-3d/energy_dependent_estimation.py``)
-     - 00:20.593
+     - 00:19.587
      - 0.0
    * - :ref:`sphx_glr_tutorials_analysis-time_light_curve_simulation.py` (``../examples/tutorials/analysis-time/light_curve_simulation.py``)
-     - 00:19.778
+     - 00:18.286
      - 0.0
    * - :ref:`sphx_glr_tutorials_analysis-3d_cta_data_analysis.py` (``../examples/tutorials/analysis-3d/cta_data_analysis.py``)
-     - 00:17.285
+     - 00:17.276
      - 0.0
-   * - :ref:`sphx_glr_tutorials_api_datasets.py` (``../examples/tutorials/api/datasets.py``)
-     - 00:15.862
+   * - :ref:`sphx_glr_tutorials_api_makers.py` (``../examples/tutorials/api/makers.py``)
+     - 00:14.942
      - 0.0
    * - :ref:`sphx_glr_tutorials_starting_analysis_1.py` (``../examples/tutorials/starting/analysis_1.py``)
-     - 00:15.673
+     - 00:14.551
      - 0.0
-   * - :ref:`sphx_glr_tutorials_api_makers.py` (``../examples/tutorials/api/makers.py``)
-     - 00:15.472
+   * - :ref:`sphx_glr_tutorials_api_datasets.py` (``../examples/tutorials/api/datasets.py``)
+     - 00:13.917
      - 0.0
    * - :ref:`sphx_glr_tutorials_analysis-2d_ring_background.py` (``../examples/tutorials/analysis-2d/ring_background.py``)
-     - 00:12.649
+     - 00:12.337
      - 0.0
    * - :ref:`sphx_glr_tutorials_api_fitting.py` (``../examples/tutorials/api/fitting.py``)
-     - 00:11.534
+     - 00:11.319
      - 0.0
    * - :ref:`sphx_glr_tutorials_api_model_management.py` (``../examples/tutorials/api/model_management.py``)
-     - 00:10.543
+     - 00:10.365
      - 0.0
    * - :ref:`sphx_glr_tutorials_analysis-3d_simulate_3d.py` (``../examples/tutorials/analysis-3d/simulate_3d.py``)
-     - 00:10.521
+     - 00:09.914
      - 0.0
    * - :ref:`sphx_glr_tutorials_analysis-1d_spectral_analysis_hli.py` (``../examples/tutorials/analysis-1d/spectral_analysis_hli.py``)
-     - 00:08.179
+     - 00:07.937
+     - 0.0
+   * - :ref:`sphx_glr_tutorials_analysis-time_light_curve.py` (``../examples/tutorials/analysis-time/light_curve.py``)
+     - 00:07.575
      - 0.0
    * - :ref:`sphx_glr_tutorials_starting_analysis_2.py` (``../examples/tutorials/starting/analysis_2.py``)
-     - 00:07.813
+     - 00:07.263
      - 0.0
    * - :ref:`sphx_glr_tutorials_data_hawc.py` (``../examples/tutorials/data/hawc.py``)
-     - 00:07.599
-     - 0.0
-   * - :ref:`sphx_glr_tutorials_analysis-time_light_curve.py` (``../examples/tutorials/analysis-time/light_curve.py``)
-     - 00:07.575
+     - 00:07.217
      - 0.0
    * - :ref:`sphx_glr_tutorials_analysis-1d_spectrum_simulation.py` (``../examples/tutorials/analysis-1d/spectrum_simulation.py``)
-     - 00:07.128
-     - 0.0
-   * - :ref:`sphx_glr_tutorials_data_fermi_lat.py` (``../examples/tutorials/data/fermi_lat.py``)
-     - 00:07.109
+     - 00:07.050
      - 0.0
    * - :ref:`sphx_glr_tutorials_analysis-1d_ebl.py` (``../examples/tutorials/analysis-1d/ebl.py``)
-     - 00:07.044
+     - 00:07.022
      - 0.0
    * - :ref:`sphx_glr_tutorials_api_estimators.py` (``../examples/tutorials/api/estimators.py``)
      - 00:06.833
      - 0.0
+   * - :ref:`sphx_glr_tutorials_data_fermi_lat.py` (``../examples/tutorials/data/fermi_lat.py``)
+     - 00:06.783
+     - 0.0
    * - :ref:`sphx_glr_tutorials_analysis-3d_analysis_mwl.py` (``../examples/tutorials/analysis-3d/analysis_mwl.py``)
-     - 00:06.732
+     - 00:06.588
      - 0.0
    * - :ref:`sphx_glr_tutorials_analysis-time_pulsar_analysis.py` (``../examples/tutorials/analysis-time/pulsar_analysis.py``)
-     - 00:06.565
+     - 00:06.537
      - 0.0
    * - :ref:`sphx_glr_tutorials_api_catalog.py` (``../examples/tutorials/api/catalog.py``)
-     - 00:06.191
+     - 00:06.045
      - 0.0
    * - :ref:`sphx_glr_tutorials_analysis-2d_modeling_2D.py` (``../examples/tutorials/analysis-2d/modeling_2D.py``)
-     - 00:05.920
+     - 00:05.663
      - 0.0
    * - :ref:`sphx_glr_tutorials_data_cta.py` (``../examples/tutorials/data/cta.py``)
-     - 00:05.589
+     - 00:05.583
      - 0.0
    * - :ref:`sphx_glr_tutorials_analysis-1d_sed_fitting.py` (``../examples/tutorials/analysis-1d/sed_fitting.py``)
-     - 00:05.354
+     - 00:05.201
      - 0.0
    * - :ref:`sphx_glr_tutorials_analysis-1d_extended_source_spectral_analysis.py` (``../examples/tutorials/analysis-1d/extended_source_spectral_analysis.py``)
-     - 00:04.592
+     - 00:04.424
      - 0.0
    * - :ref:`sphx_glr_tutorials_analysis-1d_spectral_analysis_rad_max.py` (``../examples/tutorials/analysis-1d/spectral_analysis_rad_max.py``)
-     - 00:04.590
+     - 00:04.390
      - 0.0
    * - :ref:`sphx_glr_tutorials_api_observation_clustering.py` (``../examples/tutorials/api/observation_clustering.py``)
-     - 00:03.941
+     - 00:03.882
      - 0.0
    * - :ref:`sphx_glr_tutorials_api_irfs.py` (``../examples/tutorials/api/irfs.py``)
-     - 00:03.677
+     - 00:03.852
      - 0.0
    * - :ref:`sphx_glr_tutorials_data_hess.py` (``../examples/tutorials/data/hess.py``)
-     - 00:03.511
+     - 00:03.440
+     - 0.0
+   * - :ref:`sphx_glr_tutorials_api_models.py` (``../examples/tutorials/api/models.py``)
+     - 00:03.000
      - 0.0
    * - :ref:`sphx_glr_tutorials_analysis-3d_event_sampling_nrg_depend_models.py` (``../examples/tutorials/analysis-3d/event_sampling_nrg_depend_models.py``)
-     - 00:03.064
+     - 00:02.945
      - 0.0
    * - :ref:`sphx_glr_tutorials_api_maps.py` (``../examples/tutorials/api/maps.py``)
-     - 00:02.798
+     - 00:02.769
      - 0.0
    * - :ref:`sphx_glr_tutorials_scripts_survey_map.py` (``../examples/tutorials/scripts/survey_map.py``)
-     - 00:02.600
-     - 0.0
-   * - :ref:`sphx_glr_tutorials_api_models.py` (``../examples/tutorials/api/models.py``)
-     - 00:02.585
+     - 00:02.514
      - 0.0
    * - :ref:`sphx_glr_tutorials_api_mask_maps.py` (``../examples/tutorials/api/mask_maps.py``)
-     - 00:02.384
+     - 00:02.159
      - 0.0
    * - :ref:`sphx_glr_tutorials_starting_overview.py` (``../examples/tutorials/starting/overview.py``)
-     - 00:01.945
+     - 00:02.064
+     - 0.0
+   * - :ref:`sphx_glr_user-guide_model-gallery_temporal_plot_template_phase_temporal.py` (``../examples/models/temporal/plot_template_phase_temporal.py``)
+     - 00:01.237
      - 0.0
    * - :ref:`sphx_glr_tutorials_analysis-1d_cta_sensitivity.py` (``../examples/tutorials/analysis-1d/cta_sensitivity.py``)
-     - 00:00.926
+     - 00:00.888
      - 0.0
    * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_absorbed.py` (``../examples/models/spectral/plot_absorbed.py``)
-     - 00:00.838
+     - 00:00.811
      - 0.0
    * - :ref:`sphx_glr_tutorials_analysis-time_variability_estimation.py` (``../examples/tutorials/analysis-time/variability_estimation.py``)
-     - 00:00.664
+     - 00:00.670
      - 0.0
-   * - :ref:`sphx_glr_user-guide_model-gallery_temporal_plot_template_phase_temporal.py` (``../examples/models/temporal/plot_template_phase_temporal.py``)
-     - 00:00.518
+   * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_naima.py` (``../examples/models/spectral/plot_naima.py``)
+     - 00:00.488
      - 0.0
    * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_template_spectral.py` (``../examples/models/spectral/plot_template_spectral.py``)
-     - 00:00.466
-     - 0.0
-   * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_naima.py` (``../examples/models/spectral/plot_naima.py``)
-     - 00:00.444
+     - 00:00.456
      - 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``)
-     - 00:00.391
+     - 00:00.409
      - 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``)
-     - 00:00.361
+     - 00:00.346
      - 0.0
-   * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_smooth_broken_powerlaw.py` (``../examples/models/spectral/plot_smooth_broken_powerlaw.py``)
-     - 00:00.338
+   * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_powerlaw2.py` (``../examples/models/spectral/plot_powerlaw2.py``)
+     - 00:00.332
      - 0.0
    * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_broken_powerlaw.py` (``../examples/models/spectral/plot_broken_powerlaw.py``)
-     - 00:00.338
+     - 00:00.329
      - 0.0
-   * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_powerlaw2.py` (``../examples/models/spectral/plot_powerlaw2.py``)
-     - 00:00.335
+   * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_smooth_broken_powerlaw.py` (``../examples/models/spectral/plot_smooth_broken_powerlaw.py``)
+     - 00:00.328
      - 0.0
    * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_compound.py` (``../examples/models/spectral/plot_compound.py``)
-     - 00:00.334
+     - 00:00.322
      - 0.0
    * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_powerlaw.py` (``../examples/models/spectral/plot_powerlaw.py``)
-     - 00:00.328
-     - 0.0
-   * - :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_disk.py` (``../examples/models/spatial/plot_disk.py``)
      - 00:00.319
      - 0.0
    * - :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_gen_gauss.py` (``../examples/models/spatial/plot_gen_gauss.py``)
-     - 00:00.289
+     - 00:00.311
      - 0.0
-   * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_powerlaw_norm_spectral.py` (``../examples/models/spectral/plot_powerlaw_norm_spectral.py``)
-     - 00:00.285
+   * - :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_constant.py` (``../examples/models/spatial/plot_constant.py``)
+     - 00:00.281
      - 0.0
-   * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_logparabola_norm_spectral.py` (``../examples/models/spectral/plot_logparabola_norm_spectral.py``)
-     - 00:00.283
+   * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_powerlaw_norm_spectral.py` (``../examples/models/spectral/plot_powerlaw_norm_spectral.py``)
+     - 00:00.277
      - 0.0
-   * - :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_constant.py` (``../examples/models/spatial/plot_constant.py``)
-     - 00:00.283
+   * - :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_disk.py` (``../examples/models/spatial/plot_disk.py``)
+     - 00:00.277
      - 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``)
-     - 00:00.250
+   * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_logparabola_norm_spectral.py` (``../examples/models/spectral/plot_logparabola_norm_spectral.py``)
+     - 00:00.276
      - 0.0
    * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_constant_spectral.py` (``../examples/models/spectral/plot_constant_spectral.py``)
-     - 00:00.247
-     - 0.0
-   * - :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_template.py` (``../examples/models/spatial/plot_template.py``)
-     - 00:00.236
+     - 00:00.237
      - 0.0
    * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_piecewise_norm_spectral.py` (``../examples/models/spectral/plot_piecewise_norm_spectral.py``)
-     - 00:00.233
+     - 00:00.225
      - 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``)
-     - 00:00.231
-     - 0.0
-   * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_gauss_spectral.py` (``../examples/models/spectral/plot_gauss_spectral.py``)
-     - 00:00.227
+     - 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``)
-     - 00:00.227
+     - 00:00.222
      - 0.0
-   * - :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_gauss.py` (``../examples/models/spatial/plot_gauss.py``)
-     - 00:00.225
+   * - :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_super_exp_cutoff_powerlaw_4fgl.py` (``../examples/models/spectral/plot_super_exp_cutoff_powerlaw_4fgl.py``)
+     - 00:00.220
      - 0.0
    * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_exp_cutoff_powerlaw.py` (``../examples/models/spectral/plot_exp_cutoff_powerlaw.py``)
-     - 00:00.213
+     - 00:00.219
      - 0.0
    * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_logparabola.py` (``../examples/models/spectral/plot_logparabola.py``)
-     - 00:00.211
+     - 00:00.207
+     - 0.0
+   * - :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_gauss.py` (``../examples/models/spatial/plot_gauss.py``)
+     - 00:00.206
      - 0.0
    * - :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_point.py` (``../examples/models/spatial/plot_point.py``)
-     - 00:00.209
+     - 00:00.199
      - 0.0
    * - :ref:`sphx_glr_user-guide_model-gallery_temporal_plot_powerlaw_temporal.py` (``../examples/models/temporal/plot_powerlaw_temporal.py``)
-     - 00:00.202
+     - 00:00.197
+     - 0.0
+   * - :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_template.py` (``../examples/models/spatial/plot_template.py``)
+     - 00:00.194
      - 0.0
    * - :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_shell.py` (``../examples/models/spatial/plot_shell.py``)
-     - 00:00.189
+     - 00:00.185
      - 0.0
    * - :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_shell2.py` (``../examples/models/spatial/plot_shell2.py``)
-     - 00:00.182
+     - 00:00.175
      - 0.0
    * - :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_piecewise_norm_spatial.py` (``../examples/models/spatial/plot_piecewise_norm_spatial.py``)
-     - 00:00.157
+     - 00:00.152
      - 0.0
    * - :ref:`sphx_glr_user-guide_model-gallery_temporal_plot_template_temporal.py` (``../examples/models/temporal/plot_template_temporal.py``)
-     - 00:00.127
+     - 00:00.121
      - 0.0
    * - :ref:`sphx_glr_user-guide_model-gallery_temporal_plot_generalized_gaussian_temporal.py` (``../examples/models/temporal/plot_generalized_gaussian_temporal.py``)
-     - 00:00.118
+     - 00:00.113
      - 0.0
-   * - :ref:`sphx_glr_user-guide_model-gallery_temporal_plot_expdecay_temporal.py` (``../examples/models/temporal/plot_expdecay_temporal.py``)
-     - 00:00.118
+   * - :ref:`sphx_glr_user-guide_model-gallery_temporal_plot_gaussian_temporal.py` (``../examples/models/temporal/plot_gaussian_temporal.py``)
+     - 00:00.112
      - 0.0
    * - :ref:`sphx_glr_user-guide_model-gallery_temporal_plot_sine_temporal.py` (``../examples/models/temporal/plot_sine_temporal.py``)
-     - 00:00.117
+     - 00:00.110
      - 0.0
-   * - :ref:`sphx_glr_user-guide_model-gallery_temporal_plot_gaussian_temporal.py` (``../examples/models/temporal/plot_gaussian_temporal.py``)
-     - 00:00.115
+   * - :ref:`sphx_glr_user-guide_model-gallery_temporal_plot_expdecay_temporal.py` (``../examples/models/temporal/plot_expdecay_temporal.py``)
+     - 00:00.108
      - 0.0
    * - :ref:`sphx_glr_user-guide_model-gallery_temporal_plot_linear_temporal.py` (``../examples/models/temporal/plot_linear_temporal.py``)
-     - 00:00.112
+     - 00:00.107
      - 0.0
    * - :ref:`sphx_glr_user-guide_model-gallery_temporal_plot_constant_temporal.py` (``../examples/models/temporal/plot_constant_temporal.py``)
-     - 00:00.107
+     - 00:00.099
      - 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 29ed4606bd5..7a4e24e581d 100644
--- a/docs/dev/_sources/tutorials/analysis-1d/cta_sensitivity.rst.txt
+++ b/docs/dev/_sources/tutorials/analysis-1d/cta_sensitivity.rst.txt
@@ -120,7 +120,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 2.0.dev67+gce94f18ca 
+            version                : 2.0.dev76+g382ec4c12 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
diff --git a/docs/dev/_sources/tutorials/analysis-1d/ebl.rst.txt b/docs/dev/_sources/tutorials/analysis-1d/ebl.rst.txt
index 89291ce6b5f..4aea8851b17 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                      : KaNDRrDI
+      Name                      : LzTdhYDR
       Datasets names            : None
       Spectral model type       : CompoundSpectralModel
       Spatial  model type       : 
@@ -367,7 +367,7 @@ compound model.
 
     SkyModel
 
-      Name                      : eCFe-bzO
+      Name                      : fHvFKCw9
       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 af96ca87492..3e16a7323a0 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                : 2.0.dev67+gce94f18ca 
+            version                : 2.0.dev76+g382ec4c12 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
diff --git a/docs/dev/_sources/tutorials/analysis-1d/sed_fitting.rst.txt b/docs/dev/_sources/tutorials/analysis-1d/sed_fitting.rst.txt
index d4230fe893c..75449c7a977 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 4b2dc44e38b..ddd1011625d 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
 =================
-**01:08.954** total execution time for 8 files **from tutorials/analysis-1d**:
+**01:07.068** 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``)
-     - 00:31.142
+     - 00:30.157
      - 0.0
    * - :ref:`sphx_glr_tutorials_analysis-1d_spectral_analysis_hli.py` (``spectral_analysis_hli.py``)
-     - 00:08.179
+     - 00:07.937
      - 0.0
    * - :ref:`sphx_glr_tutorials_analysis-1d_spectrum_simulation.py` (``spectrum_simulation.py``)
-     - 00:07.128
+     - 00:07.050
      - 0.0
    * - :ref:`sphx_glr_tutorials_analysis-1d_ebl.py` (``ebl.py``)
-     - 00:07.044
+     - 00:07.022
      - 0.0
    * - :ref:`sphx_glr_tutorials_analysis-1d_sed_fitting.py` (``sed_fitting.py``)
-     - 00:05.354
+     - 00:05.201
      - 0.0
    * - :ref:`sphx_glr_tutorials_analysis-1d_extended_source_spectral_analysis.py` (``extended_source_spectral_analysis.py``)
-     - 00:04.592
+     - 00:04.424
      - 0.0
    * - :ref:`sphx_glr_tutorials_analysis-1d_spectral_analysis_rad_max.py` (``spectral_analysis_rad_max.py``)
-     - 00:04.590
+     - 00:04.390
      - 0.0
    * - :ref:`sphx_glr_tutorials_analysis-1d_cta_sensitivity.py` (``cta_sensitivity.py``)
-     - 00:00.926
+     - 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 15ef0f18d97..b4a1bc47632 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                : 2.0.dev67+gce94f18ca 
+            version                : 2.0.dev76+g382ec4c12 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -1220,7 +1220,7 @@ tutorial.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 31.142 seconds)
+   **Total running time of the script:** (0 minutes 30.157 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 4e3d8a9c104..a907d35285f 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                : 2.0.dev67+gce94f18ca 
+            version                : 2.0.dev76+g382ec4c12 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -350,8 +350,8 @@ Here is what the configuration for our analysis looks like:
             parameters:
                 selection_optional: all
         metadata:
-            creator: Gammapy 2.0.dev67+gce94f18ca
-            date: '2024-11-25T14:57:47.977746'
+            creator: Gammapy 2.0.dev76+g382ec4c12
+            date: '2024-11-25T16:00:47.853478'
             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 2.0.dev67+gce94f18ca
-            date: '2024-11-25T14:57:48.002032'
+            creator: Gammapy 2.0.dev76+g382ec4c12
+            date: '2024-11-25T16:00:47.877769'
             origin: null
     
 
@@ -1106,8 +1106,8 @@ This is how we can write the model back to file again:
                 unit: TeV
     covariance: model-best-fit_covariance.dat
     metadata:
-        creator: Gammapy 2.0.dev67+gce94f18ca
-        date: '2024-11-25T14:57:51.505090'
+        creator: Gammapy 2.0.dev76+g382ec4c12
+        date: '2024-11-25T16:00:51.283692'
         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 df91c6c60ca..03e99a789a9 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                : 2.0.dev67+gce94f18ca 
+            version                : 2.0.dev76+g382ec4c12 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -749,10 +749,10 @@ provide a good distribution of the background.
       result = super().__array_ufunc__(function, method, *arrays, **kwargs)
       model   type    name     value         unit      ... min max frozen link prior
     --------- ---- --------- ---------- -------------- ... --- --- ------ ---- -----
-    simulated      amplitude 4.1230e-11 cm-2 s-1 TeV-1 ... nan nan  False           
+    simulated      amplitude 4.4237e-11 cm-2 s-1 TeV-1 ... nan nan  False           
     simulated      reference 1.0000e+00            TeV ... nan nan   True           
-    simulated          alpha 2.6726e+00                ... nan nan  False           
-    simulated           beta 2.4608e-01                ... nan nan  False           
+    simulated          alpha 2.5077e+00                ... nan nan  False           
+    simulated           beta 1.5764e-01                ... nan nan  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 b1516b05b1e..655de444d9a 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                : 2.0.dev67+gce94f18ca 
+            version                : 2.0.dev76+g382ec4c12 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -411,14 +411,14 @@ dealing with simulations based on observations of real off counts.
     SpectrumDatasetOnOff
     --------------------
 
-      Name                            : zSo-Mrsu 
+      Name                            : gD0u2t_G 
 
-      Total counts                    : 307 
-      Total background counts         : 18.60
-      Total excess counts             : 288.40
+      Total counts                    : 293 
+      Total background counts         : 22.60
+      Total excess counts             : 270.40
 
-      Predicted counts                : 300.07
-      Predicted background counts     : 18.70
+      Predicted counts                : 303.71
+      Predicted background counts     : 22.34
       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)) : 4.80
+      Fit statistic value (-2 log(L)) : 6.51
 
       Number of models                : 1 
       Number of parameters            : 3
@@ -446,7 +446,7 @@ dealing with simulations based on observations of real off counts.
           amplitude                     :   2.50e-12   +/- 0.0e+00 1 / (cm2 s TeV)
           reference             (frozen):      1.000       TeV         
   
-        Total counts_off                : 93 
+        Total counts_off                : 113 
       Acceptance                      : 9 
       Acceptance off                  : 45 
 
diff --git a/docs/dev/_sources/tutorials/analysis-2d/detect.rst.txt b/docs/dev/_sources/tutorials/analysis-2d/detect.rst.txt
index 5e20ccffe00..fb1e3f18ae5 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                : 2.0.dev67+gce94f18ca 
+            version                : 2.0.dev76+g382ec4c12 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -425,7 +425,7 @@ normalisation factor:
 
     SkyModel
 
-      Name                      : ZR67lg_d
+      Name                      : gFs6Jk39
       Datasets names            : None
       Spectral model type       : PowerLawSpectralModel
       Spatial  model type       : PointSpatialModel
@@ -624,7 +624,7 @@ Here’s some suggestions what to do next:
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 21.208 seconds)
+   **Total running time of the script:** (0 minutes 20.815 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 3b4c8e963a6..050bdb578d2 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                : 2.0.dev67+gce94f18ca 
+            version                : 2.0.dev76+g382ec4c12 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -342,8 +342,8 @@ analysis as *3D*, and define the geometry of the analysis.
             parameters:
                 selection_optional: all
         metadata:
-            creator: Gammapy 2.0.dev67+gce94f18ca
-            date: '2024-11-25T14:59:00.618697'
+            creator: Gammapy 2.0.dev76+g382ec4c12
+            date: '2024-11-25T16:01:58.659754'
             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 04e3454ab5b..8602b6f7352 100644
--- a/docs/dev/_sources/tutorials/analysis-2d/ring_background.rst.txt
+++ b/docs/dev/_sources/tutorials/analysis-2d/ring_background.rst.txt
@@ -126,7 +126,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 2.0.dev67+gce94f18ca 
+            version                : 2.0.dev76+g382ec4c12 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -326,8 +326,8 @@ MSH 1552
             parameters:
                 selection_optional: all
         metadata:
-            creator: Gammapy 2.0.dev67+gce94f18ca
-            date: '2024-11-25T14:58:47.726590'
+            creator: Gammapy 2.0.dev76+g382ec4c12
+            date: '2024-11-25T16:01:46.118772'
             origin: null
     
 
@@ -475,8 +475,8 @@ Create the config:
             parameters:
                 selection_optional: all
         metadata:
-            creator: Gammapy 2.0.dev67+gce94f18ca
-            date: '2024-11-25T14:58:47.784176'
+            creator: Gammapy 2.0.dev76+g382ec4c12
+            date: '2024-11-25T16:01:46.175265'
             origin: null
     
 
@@ -797,7 +797,7 @@ we can recompute the maps after adding a `mask_fit` to our dataset.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 12.649 seconds)
+   **Total running time of the script:** (0 minutes 12.337 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 e565d49bcd6..ae446dc8b5f 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
 =================
-**00:39.777** total execution time for 3 files **from tutorials/analysis-2d**:
+**00:38.814** 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``)
-     - 00:21.208
+     - 00:20.815
      - 0.0
    * - :ref:`sphx_glr_tutorials_analysis-2d_ring_background.py` (``ring_background.py``)
-     - 00:12.649
+     - 00:12.337
      - 0.0
    * - :ref:`sphx_glr_tutorials_analysis-2d_modeling_2D.py` (``modeling_2D.py``)
-     - 00:05.920
+     - 00:05.663
      - 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 418b3b0946f..58dc7c76f2e 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                : 2.0.dev67+gce94f18ca 
+            version                : 2.0.dev76+g382ec4c12 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -295,8 +295,8 @@ the analysis, we will programmatically build a config file from scratch.
             parameters:
                 selection_optional: all
         metadata:
-            creator: Gammapy 2.0.dev67+gce94f18ca
-            date: '2024-11-25T14:59:06.826730'
+            creator: Gammapy 2.0.dev76+g382ec4c12
+            date: '2024-11-25T16:02:04.521534'
             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 2.0.dev67+gce94f18ca
-            date: '2024-11-25T14:59:06.834957'
+            creator: Gammapy 2.0.dev76+g382ec4c12
+            date: '2024-11-25T16:02:04.529130'
             origin: null
     
 
@@ -1074,21 +1074,21 @@ Data reduction
     Dataset 0: 
 
       Type       : MapDataset
-      Name       : 97wBLWTQ
+      Name       : AoVTCRK4
       Instrument : CTA
       Models     : 
 
     Dataset 1: 
 
       Type       : MapDataset
-      Name       : ceH9dKy3
+      Name       : XxrtzlF9
       Instrument : CTA
       Models     : 
 
     Dataset 2: 
 
       Type       : MapDataset
-      Name       : EwbNroJ5
+      Name       : 4vd6SMJn
       Instrument : CTA
       Models     : 
 
@@ -1121,7 +1121,7 @@ You can access each one by name or by index, eg:
     MapDataset
     ----------
 
-      Name                            : 97wBLWTQ 
+      Name                            : AoVTCRK4 
 
       Total counts                    : 40481 
       Total background counts         : 36014.51
@@ -1189,9 +1189,9 @@ map, omit the region argument.
       name   counts       excess      ... n_fit_bins stat_type stat_sum
                                       ...                              
     -------- ------ ----------------- ... ---------- --------- --------
-    97wBLWTQ  40481 4466.493043594026 ...     693940      cash      nan
-    ceH9dKy3  40525 4510.505523195905 ...     693940      cash      nan
-    EwbNroJ5  40235 4220.480554966154 ...     693940      cash      nan
+    AoVTCRK4  40481 4466.493043594026 ...     693940      cash      nan
+    XxrtzlF9  40525 4510.505523195905 ...     693940      cash      nan
+    4vd6SMJn  40235 4220.480554966154 ...     693940      cash      nan
     Models
 
     Component 0: SkyModel
@@ -1212,8 +1212,8 @@ map, omit the region argument.
 
     Component 1: FoVBackgroundModel
 
-      Name                      : 97wBLWTQ-bkg
-      Datasets names            : ['97wBLWTQ']
+      Name                      : AoVTCRK4-bkg
+      Datasets names            : ['AoVTCRK4']
       Spectral model type       : PowerLawNormSpectralModel
       Parameters:
         norm                          :      1.000   +/-    0.00             
@@ -1222,8 +1222,8 @@ map, omit the region argument.
 
     Component 2: FoVBackgroundModel
 
-      Name                      : ceH9dKy3-bkg
-      Datasets names            : ['ceH9dKy3']
+      Name                      : XxrtzlF9-bkg
+      Datasets names            : ['XxrtzlF9']
       Spectral model type       : PowerLawNormSpectralModel
       Parameters:
         norm                          :      1.000   +/-    0.00             
@@ -1232,8 +1232,8 @@ map, omit the region argument.
 
     Component 3: FoVBackgroundModel
 
-      Name                      : EwbNroJ5-bkg
-      Datasets names            : ['EwbNroJ5']
+      Name                      : 4vd6SMJn-bkg
+      Datasets names            : ['4vd6SMJn']
       Spectral model type       : PowerLawNormSpectralModel
       Parameters:
         norm                          :      1.000   +/-    0.00             
@@ -1348,8 +1348,8 @@ Check best-fit parameters and error estimates:
 
     Component 1: FoVBackgroundModel
 
-      Name                      : 97wBLWTQ-bkg
-      Datasets names            : ['97wBLWTQ']
+      Name                      : AoVTCRK4-bkg
+      Datasets names            : ['AoVTCRK4']
       Spectral model type       : PowerLawNormSpectralModel
       Parameters:
         norm                          :      1.118   +/-    0.01             
@@ -1358,8 +1358,8 @@ Check best-fit parameters and error estimates:
 
     Component 2: FoVBackgroundModel
 
-      Name                      : ceH9dKy3-bkg
-      Datasets names            : ['ceH9dKy3']
+      Name                      : XxrtzlF9-bkg
+      Datasets names            : ['XxrtzlF9']
       Spectral model type       : PowerLawNormSpectralModel
       Parameters:
         norm                          :      1.119   +/-    0.01             
@@ -1368,8 +1368,8 @@ Check best-fit parameters and error estimates:
 
     Component 3: FoVBackgroundModel
 
-      Name                      : EwbNroJ5-bkg
-      Datasets names            : ['EwbNroJ5']
+      Name                      : 4vd6SMJn-bkg
+      Datasets names            : ['4vd6SMJn']
       Spectral model type       : PowerLawNormSpectralModel
       Parameters:
         norm                          :      1.111   +/-    0.01             
@@ -1498,7 +1498,7 @@ Exercises
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 35.073 seconds)
+   **Total running time of the script:** (0 minutes 33.613 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 816cd167030..773bc9fa12b 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                : 2.0.dev67+gce94f18ca 
+            version                : 2.0.dev76+g382ec4c12 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
diff --git a/docs/dev/_sources/tutorials/analysis-3d/cta_data_analysis.rst.txt b/docs/dev/_sources/tutorials/analysis-3d/cta_data_analysis.rst.txt
index 3ea8ccdccc1..f82d3cf1c37 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                : 2.0.dev67+gce94f18ca 
+            version                : 2.0.dev76+g382ec4c12 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -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 17.285 seconds)
+   **Total running time of the script:** (0 minutes 17.276 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 04dc641d41a..a3efa15a50c 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                : 2.0.dev67+gce94f18ca 
+            version                : 2.0.dev76+g382ec4c12 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -482,7 +482,7 @@ Plotting the results
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 20.593 seconds)
+   **Total running time of the script:** (0 minutes 19.587 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 1351047c65f..a40ecc7fcfd 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                : 2.0.dev67+gce94f18ca 
+            version                : 2.0.dev76+g382ec4c12 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -1077,7 +1077,7 @@ Exercises
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 55.819 seconds)
+   **Total running time of the script:** (0 minutes 30.900 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 3a93b6f8cc0..8751ab473c7 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                : 2.0.dev67+gce94f18ca 
+            version                : 2.0.dev76+g382ec4c12 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
diff --git a/docs/dev/_sources/tutorials/analysis-3d/flux_profiles.rst.txt b/docs/dev/_sources/tutorials/analysis-3d/flux_profiles.rst.txt
index 7788178fc13..6f4774856c2 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                : 2.0.dev67+gce94f18ca 
+            version                : 2.0.dev76+g382ec4c12 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -381,11 +381,11 @@ 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=0x7fb357ef8dc0)
+      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=0x7f652ac2a790)
       null_value             : 0
       parallel_backend       : None
       reoptimize             : False
@@ -841,7 +841,7 @@ And now plot the points together with the likelihood profiles:
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 21.302 seconds)
+   **Total running time of the script:** (0 minutes 21.014 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 fcbd6630305..7b2e4772850 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
 =================
-**02:50.389** total execution time for 8 files **from tutorials/analysis-3d**:
+**02:21.837** total execution time for 8 files **from tutorials/analysis-3d**:
 
 .. container::
 
@@ -32,27 +32,27 @@ Computation times
    * - Example
      - Time
      - Mem (MB)
-   * - :ref:`sphx_glr_tutorials_analysis-3d_event_sampling.py` (``event_sampling.py``)
-     - 00:55.819
-     - 0.0
    * - :ref:`sphx_glr_tutorials_analysis-3d_analysis_3d.py` (``analysis_3d.py``)
-     - 00:35.073
+     - 00:33.613
+     - 0.0
+   * - :ref:`sphx_glr_tutorials_analysis-3d_event_sampling.py` (``event_sampling.py``)
+     - 00:30.900
      - 0.0
    * - :ref:`sphx_glr_tutorials_analysis-3d_flux_profiles.py` (``flux_profiles.py``)
-     - 00:21.302
+     - 00:21.014
      - 0.0
    * - :ref:`sphx_glr_tutorials_analysis-3d_energy_dependent_estimation.py` (``energy_dependent_estimation.py``)
-     - 00:20.593
+     - 00:19.587
      - 0.0
    * - :ref:`sphx_glr_tutorials_analysis-3d_cta_data_analysis.py` (``cta_data_analysis.py``)
-     - 00:17.285
+     - 00:17.276
      - 0.0
    * - :ref:`sphx_glr_tutorials_analysis-3d_simulate_3d.py` (``simulate_3d.py``)
-     - 00:10.521
+     - 00:09.914
      - 0.0
    * - :ref:`sphx_glr_tutorials_analysis-3d_analysis_mwl.py` (``analysis_mwl.py``)
-     - 00:06.732
+     - 00:06.588
      - 0.0
    * - :ref:`sphx_glr_tutorials_analysis-3d_event_sampling_nrg_depend_models.py` (``event_sampling_nrg_depend_models.py``)
-     - 00:03.064
+     - 00:02.945
      - 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 cd8899db806..6d8bda3b141 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                    : 169354 
+      Total counts                    : 169969 
       Total background counts         : 161250.95
-      Total excess counts             : 8103.05
+      Total excess counts             : 8718.05
 
       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)) : 561646.84
+      Fit statistic value (-2 log(L)) : 564102.73
 
       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                         :      3.004   +/-    0.02             
-        amplitude                     :   9.75e-12   +/- 3.2e-13 1 / (cm2 s TeV)
+        index                         :      2.967   +/-    0.02             
+        amplitude                     :   1.04e-11   +/- 3.3e-13 1 / (cm2 s TeV)
         reference             (frozen):      1.000       TeV         
-        lon_0                         :      0.197   +/-    0.01 deg         
-        lat_0                         :      0.105   +/-    0.01 deg         
-        sigma                         :      0.289   +/-    0.00 deg         
+        lon_0                         :      0.203   +/-    0.01 deg         
+        lat_0                         :      0.094   +/-    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      ...    max    frozen link prior
     ---- --------- ---------- -------------- ... --------- ------ ---- -----
-             index 3.0035e+00                ...       nan  False           
-         amplitude 9.7489e-12 cm-2 s-1 TeV-1 ...       nan  False           
+             index 2.9673e+00                ...       nan  False           
+         amplitude 1.0420e-11 cm-2 s-1 TeV-1 ...       nan  False           
          reference 1.0000e+00            TeV ...       nan   True           
-             lon_0 1.9679e-01            deg ...       nan  False           
-             lat_0 1.0512e-01            deg ... 9.000e+01  False           
-             sigma 2.8934e-01            deg ...       nan  False           
+             lon_0 2.0309e-01            deg ...       nan  False           
+             lat_0 9.4066e-02            deg ... 9.000e+01  False           
+             sigma 2.9885e-01            deg ...       nan  False           
                  e 0.0000e+00                ... 1.000e+00   True           
                phi 0.0000e+00            deg ...       nan   True           
               norm 1.0000e+00                ...       nan   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 10.521 seconds)
-
-
 .. _sphx_glr_download_tutorials_analysis-3d_simulate_3d.py:
 
 .. only:: html
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 9bc4230518b..abb1f6f99af 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                : 2.0.dev67+gce94f18ca 
+            version                : 2.0.dev76+g382ec4c12 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
diff --git a/docs/dev/_sources/tutorials/analysis-time/light_curve_flare.rst.txt b/docs/dev/_sources/tutorials/analysis-time/light_curve_flare.rst.txt
index 776169690dc..55ace16ccf9 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
@@ -150,7 +150,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 2.0.dev67+gce94f18ca 
+            version                : 2.0.dev76+g382ec4c12 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -681,7 +681,7 @@ as shown in the doc:`/tutorials/analysis-time/variability_estimation` tutorial.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 34.601 seconds)
+   **Total running time of the script:** (0 minutes 35.065 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 ecc43c3db94..ac44f82d0af 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                : 2.0.dev67+gce94f18ca 
+            version                : 2.0.dev76+g382ec4c12 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -413,16 +413,16 @@ quick look into our datasets.
        name   counts       excess       ... n_fit_bins stat_type       stat_sum     
                                         ...                                         
     --------- ------ ------------------ ... ---------- --------- -------------------
-    dataset-0    866  845.6812310184489 ...          9      cash  -7062.671675658598
-    dataset-1    321 311.76419591747674 ...          9      cash -2032.7609212100922
-    dataset-2    308  298.3947637541758 ...          9      cash  -1885.217240945388
-    dataset-3    329  314.2227134679628 ...          9      cash -2026.2744942294837
-    dataset-4    193 178.22271346796282 ...          9      cash -1025.7232060549459
-    dataset-5    182 163.52839183495354 ...          9      cash  -960.5161363025464
-    dataset-6     37 22.222713467962826 ...          9      cash  -71.97807650189176
-    dataset-7     40  20.78952750835169 ...          9      cash  -90.68028979967836
-    dataset-8     31 15.114416978060044 ...          9      cash  -65.16942671855085
-    dataset-9     32  14.63668832485633 ...          9      cash  -29.00368585534184
+    dataset-0    833  812.6812310184489 ...          9      cash  -6597.385569594475
+    dataset-1    333 323.76419591747674 ...          9      cash -2002.3134568168834
+    dataset-2    279  269.3947637541758 ...          9      cash  -1645.903654043843
+    dataset-3    312  297.2227134679628 ...          9      cash -1926.6251164542805
+    dataset-4    207 192.22271346796282 ...          9      cash  -1120.832982038181
+    dataset-5    174 155.52839183495354 ...          9      cash  -852.3555092556638
+    dataset-6     39 24.222713467962826 ...          9      cash  -66.17231558553627
+    dataset-7     42  22.78952750835169 ...          9      cash  -92.52820571316384
+    dataset-8     34 18.114416978060042 ...          9      cash    -66.213165624769
+    dataset-9     34  16.63668832485633 ...          9      cash  -60.12987991624415
 
 
 
@@ -572,10 +572,10 @@ that ``t_ref`` should be fixed by default for the
       Name                            : dataset_lc 
 
       Number of total flux points     : 30 
-      Number of fit bins              : 23 
+      Number of fit bins              : 26 
 
       Fit statistic type              : chi2
-      Fit statistic value (-2 log(L)) : 1545.37
+      Fit statistic value (-2 log(L)) : 1476.68
 
       Number of models                : 1 
       Number of parameters            : 5
@@ -623,10 +623,10 @@ Fit the dataset
 
     type    name     value         unit        error   min max frozen link prior
     ---- --------- ---------- -------------- --------- --- --- ------ ---- -----
-             index 3.0340e+00                2.845e-02 nan nan  False           
-         amplitude 1.0179e-11 cm-2 s-1 TeV-1 3.553e-13 nan nan  False           
+             index 2.9356e+00                2.739e-02 nan nan  False           
+         amplitude 1.0042e-11 cm-2 s-1 TeV-1 3.432e-13 nan nan  False           
          reference 1.0000e+00            TeV 0.000e+00 nan nan   True           
-                t0 5.8527e+00              h 2.284e-01 nan nan  False           
+                t0 5.9503e+00              h 2.266e-01 nan nan  False           
              t_ref 5.8909e+04              d 0.000e+00 nan nan   True           
 
 
@@ -739,10 +739,10 @@ Perform a joint fit
 
     type    name     value         unit        error   min max frozen link prior
     ---- --------- ---------- -------------- --------- --- --- ------ ---- -----
-             index 3.0519e+00                3.232e-02 nan nan  False           
-         amplitude 1.0219e-11 cm-2 s-1 TeV-1 3.572e-13 nan nan  False           
+             index 2.9314e+00                3.094e-02 nan nan  False           
+         amplitude 1.0233e-11 cm-2 s-1 TeV-1 3.514e-13 nan nan  False           
          reference 1.0000e+00            TeV 0.000e+00 nan nan   True           
-                t0 5.7779e+00              h 1.973e-01 nan nan  False           
+                t0 5.9549e+00              h 2.067e-01 nan nan  False           
              t_ref 5.8909e+04              d 0.000e+00 nan nan   True           
 
 
@@ -768,7 +768,7 @@ Exercises
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 19.778 seconds)
+   **Total running time of the script:** (0 minutes 18.286 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 c9755462977..5cd6c222500 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                : 2.0.dev67+gce94f18ca 
+            version                : 2.0.dev76+g382ec4c12 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
diff --git a/docs/dev/_sources/tutorials/analysis-time/sg_execution_times.rst.txt b/docs/dev/_sources/tutorials/analysis-time/sg_execution_times.rst.txt
index 5f07b354dc4..0c69fe2703f 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
 =================
-**01:30.651** total execution time for 6 files **from tutorials/analysis-time**:
+**01:29.540** total execution time for 6 files **from tutorials/analysis-time**:
 
 .. container::
 
@@ -33,20 +33,20 @@ Computation times
      - Time
      - Mem (MB)
    * - :ref:`sphx_glr_tutorials_analysis-time_light_curve_flare.py` (``light_curve_flare.py``)
-     - 00:34.601
+     - 00:35.065
      - 0.0
    * - :ref:`sphx_glr_tutorials_analysis-time_time_resolved_spectroscopy.py` (``time_resolved_spectroscopy.py``)
-     - 00:21.468
+     - 00:21.406
      - 0.0
    * - :ref:`sphx_glr_tutorials_analysis-time_light_curve_simulation.py` (``light_curve_simulation.py``)
-     - 00:19.778
+     - 00:18.286
      - 0.0
    * - :ref:`sphx_glr_tutorials_analysis-time_light_curve.py` (``light_curve.py``)
      - 00:07.575
      - 0.0
    * - :ref:`sphx_glr_tutorials_analysis-time_pulsar_analysis.py` (``pulsar_analysis.py``)
-     - 00:06.565
+     - 00:06.537
      - 0.0
    * - :ref:`sphx_glr_tutorials_analysis-time_variability_estimation.py` (``variability_estimation.py``)
-     - 00:00.664
+     - 00:00.670
      - 0.0
diff --git a/docs/dev/_sources/tutorials/analysis-time/time_resolved_spectroscopy.rst.txt b/docs/dev/_sources/tutorials/analysis-time/time_resolved_spectroscopy.rst.txt
index eb5d8f0e48f..068e9da84d1 100644
--- a/docs/dev/_sources/tutorials/analysis-time/time_resolved_spectroscopy.rst.txt
+++ b/docs/dev/_sources/tutorials/analysis-time/time_resolved_spectroscopy.rst.txt
@@ -272,238 +272,238 @@ modelled.
     Dataset 0: 
 
       Type       : SpectrumDatasetOnOff
-      Name       : sFxQS0pg
+      Name       : 1C3BK-lr
       Instrument : HESS
       Models     : 
 
     Dataset 1: 
 
       Type       : SpectrumDatasetOnOff
-      Name       : galxe-hY
+      Name       : FVrB3-kZ
       Instrument : HESS
       Models     : 
 
     Dataset 2: 
 
       Type       : SpectrumDatasetOnOff
-      Name       : CKwqVJfm
+      Name       : bm36lBSu
       Instrument : HESS
       Models     : 
 
     Dataset 3: 
 
       Type       : SpectrumDatasetOnOff
-      Name       : tRljXzm6
+      Name       : ZeqT8i7e
       Instrument : HESS
       Models     : 
 
     Dataset 4: 
 
       Type       : SpectrumDatasetOnOff
-      Name       : vqarvTAQ
+      Name       : 1tI-79HZ
       Instrument : HESS
       Models     : 
 
     Dataset 5: 
 
       Type       : SpectrumDatasetOnOff
-      Name       : AAuwMK7E
+      Name       : 3jQukfdi
       Instrument : HESS
       Models     : 
 
     Dataset 6: 
 
       Type       : SpectrumDatasetOnOff
-      Name       : opeikY1Z
+      Name       : 8tMsQN8O
       Instrument : HESS
       Models     : 
 
     Dataset 7: 
 
       Type       : SpectrumDatasetOnOff
-      Name       : l0iH4KZu
+      Name       : HN1Th3KH
       Instrument : HESS
       Models     : 
 
     Dataset 8: 
 
       Type       : SpectrumDatasetOnOff
-      Name       : XQaeNF_Q
+      Name       : NW26d7wi
       Instrument : HESS
       Models     : 
 
     Dataset 9: 
 
       Type       : SpectrumDatasetOnOff
-      Name       : l2RpPSCQ
+      Name       : 387NRyc0
       Instrument : HESS
       Models     : 
 
     Dataset 10: 
 
       Type       : SpectrumDatasetOnOff
-      Name       : KlOKst97
+      Name       : gmBFPjte
       Instrument : HESS
       Models     : 
 
     Dataset 11: 
 
       Type       : SpectrumDatasetOnOff
-      Name       : p5rFc2Yt
+      Name       : hmdDuP_H
       Instrument : HESS
       Models     : 
 
     Dataset 12: 
 
       Type       : SpectrumDatasetOnOff
-      Name       : fC_9d008
+      Name       : D1HOovll
       Instrument : HESS
       Models     : 
 
     Dataset 13: 
 
       Type       : SpectrumDatasetOnOff
-      Name       : 0KK7lbiF
+      Name       : dyh2_8Y5
       Instrument : HESS
       Models     : 
 
     Dataset 14: 
 
       Type       : SpectrumDatasetOnOff
-      Name       : 74wv62qC
+      Name       : 4w39hdQe
       Instrument : HESS
       Models     : 
 
     Dataset 15: 
 
       Type       : SpectrumDatasetOnOff
-      Name       : bspQ71uh
+      Name       : 7cs3m6GB
       Instrument : HESS
       Models     : 
 
     Dataset 16: 
 
       Type       : SpectrumDatasetOnOff
-      Name       : ib-3fhey
+      Name       : XxbWsH3a
       Instrument : HESS
       Models     : 
 
     Dataset 17: 
 
       Type       : SpectrumDatasetOnOff
-      Name       : TsjvcUoV
+      Name       : 7bYoNST9
       Instrument : HESS
       Models     : 
 
     Dataset 18: 
 
       Type       : SpectrumDatasetOnOff
-      Name       : oD4AivAP
+      Name       : oqkOwe6K
       Instrument : HESS
       Models     : 
 
     Dataset 19: 
 
       Type       : SpectrumDatasetOnOff
-      Name       : LGR1kBXz
+      Name       : 9aJALTJX
       Instrument : HESS
       Models     : 
 
     Dataset 20: 
 
       Type       : SpectrumDatasetOnOff
-      Name       : Je56KGuI
+      Name       : cnREAgaS
       Instrument : HESS
       Models     : 
 
     Dataset 21: 
 
       Type       : SpectrumDatasetOnOff
-      Name       : vca4soZ0
+      Name       : jDbprZHw
       Instrument : HESS
       Models     : 
 
     Dataset 22: 
 
       Type       : SpectrumDatasetOnOff
-      Name       : 7IyAfZVz
+      Name       : j90L4mED
       Instrument : HESS
       Models     : 
 
     Dataset 23: 
 
       Type       : SpectrumDatasetOnOff
-      Name       : CCwc7Toz
+      Name       : ipFGZzAu
       Instrument : HESS
       Models     : 
 
     Dataset 24: 
 
       Type       : SpectrumDatasetOnOff
-      Name       : jmmLhDio
+      Name       : nyOzmIeT
       Instrument : HESS
       Models     : 
 
     Dataset 25: 
 
       Type       : SpectrumDatasetOnOff
-      Name       : K-pbqDP0
+      Name       : 0LAly2m6
       Instrument : HESS
       Models     : 
 
     Dataset 26: 
 
       Type       : SpectrumDatasetOnOff
-      Name       : SFA2pF2m
+      Name       : CU1onHkw
       Instrument : HESS
       Models     : 
 
     Dataset 27: 
 
       Type       : SpectrumDatasetOnOff
-      Name       : 8x5mPPvy
+      Name       : As2siNnZ
       Instrument : HESS
       Models     : 
 
     Dataset 28: 
 
       Type       : SpectrumDatasetOnOff
-      Name       : daLfWI6A
+      Name       : uQJIe0ZH
       Instrument : HESS
       Models     : 
 
     Dataset 29: 
 
       Type       : SpectrumDatasetOnOff
-      Name       : fq4u9Dim
+      Name       : voP6jrJ0
       Instrument : HESS
       Models     : 
 
     Dataset 30: 
 
       Type       : SpectrumDatasetOnOff
-      Name       : IksozLbO
+      Name       : ZSHxAnmD
       Instrument : HESS
       Models     : 
 
     Dataset 31: 
 
       Type       : SpectrumDatasetOnOff
-      Name       : Yga8AZyN
+      Name       : SnXaFctz
       Instrument : HESS
       Models     : 
 
     Dataset 32: 
 
       Type       : SpectrumDatasetOnOff
-      Name       : kPfS2u0H
+      Name       : eY82BpWd
       Instrument : HESS
       Models     : 
 
     Dataset 33: 
 
       Type       : SpectrumDatasetOnOff
-      Name       : 98bvfZro
+      Name       : AGO3-JAp
       Instrument : HESS
       Models     : 
 
@@ -932,7 +932,7 @@ Exercises
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 21.468 seconds)
+   **Total running time of the script:** (0 minutes 21.406 seconds)
 
 
 .. _sphx_glr_download_tutorials_analysis-time_time_resolved_spectroscopy.py:
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 fe4d0e39435..6b5bd7c3dad 100644
--- a/docs/dev/_sources/tutorials/analysis-time/variability_estimation.rst.txt
+++ b/docs/dev/_sources/tutorials/analysis-time/variability_estimation.rst.txt
@@ -476,7 +476,7 @@ Plot the new lightcurve on top of the old one:
  .. code-block:: none
 
 
-    
+    
 
 
 
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 d48905d7a5c..c70ce02e94a 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                : 2.0.dev67+gce94f18ca 
+            version                : 2.0.dev76+g382ec4c12 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -478,7 +478,7 @@ Finally flux maps for decay can be produced like this:
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 28.388 seconds)
+   **Total running time of the script:** (0 minutes 28.116 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 1691d40edbe..0222418f34f 100644
--- a/docs/dev/_sources/tutorials/api/catalog.rst.txt
+++ b/docs/dev/_sources/tutorials/api/catalog.rst.txt
@@ -119,7 +119,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 2.0.dev67+gce94f18ca 
+            version                : 2.0.dev76+g382ec4c12 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
diff --git a/docs/dev/_sources/tutorials/api/datasets.rst.txt b/docs/dev/_sources/tutorials/api/datasets.rst.txt
index bb01cf9ae55..9a53bdd8533 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                : 2.0.dev67+gce94f18ca 
+            version                : 2.0.dev76+g382ec4c12 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -297,7 +297,7 @@ To see the geometry of each map, we can use:
 
  .. code-block:: none
 
-    {'geom': , 'geom_exposure': , 'geom_psf': , 'geom_edisp': }
+    {'geom': , 'geom_exposure': , 'geom_psf': , 'geom_edisp': }
 
 
 
@@ -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 15.862 seconds)
+   **Total running time of the script:** (0 minutes 13.917 seconds)
 
 
 .. _sphx_glr_download_tutorials_api_datasets.py:
diff --git a/docs/dev/_sources/tutorials/api/estimators.rst.txt b/docs/dev/_sources/tutorials/api/estimators.rst.txt
index 09327154011..dd302411f4a 100644
--- a/docs/dev/_sources/tutorials/api/estimators.rst.txt
+++ b/docs/dev/_sources/tutorials/api/estimators.rst.txt
@@ -551,7 +551,7 @@ Typically, it is the best fit model:
 
     SkyModel
 
-      Name                      : oMhm0Yk2
+      Name                      : ji25fbOM
       Datasets names            : None
       Spectral model type       : PowerLawSpectralModel
       Spatial  model type       : 
diff --git a/docs/dev/_sources/tutorials/api/fitting.rst.txt b/docs/dev/_sources/tutorials/api/fitting.rst.txt
index c19dbc7077b..a72795869ed 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                : 2.0.dev67+gce94f18ca 
+            version                : 2.0.dev76+g382ec4c12 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -1119,7 +1119,7 @@ in.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 11.534 seconds)
+   **Total running time of the script:** (0 minutes 11.319 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 4cfdcb66e20..479e677243a 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                : 2.0.dev67+gce94f18ca 
+            version                : 2.0.dev76+g382ec4c12 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -174,7 +174,7 @@ object. This is illustrated in the following example:
     MapDataset
     ----------
 
-      Name                            : Wk4bb2cC 
+      Name                            : BatYUmJS 
 
       Total counts                    : 0 
       Total background counts         : 0.00
@@ -345,7 +345,7 @@ observational data using the `~gammapy.makers.MapDatasetMaker`:
     MapDataset
     ----------
 
-      Name                            : fhf3KugO 
+      Name                            : PA0rb6Jz 
 
       Total counts                    : 2016 
       Total background counts         : 1866.72
@@ -598,7 +598,7 @@ dataset per observation is stacked into a larger map.
     MapDataset
     ----------
 
-      Name                            : Pblvobeo 
+      Name                            : HHdnocyZ 
 
       Total counts                    : 7972 
       Total background counts         : 7555.42
@@ -673,30 +673,30 @@ allow to use multiple processes on run.
     Dataset 0: 
 
       Type       : MapDataset
-      Name       : RUUgNhNl
+      Name       : Ee86EpWQ
       Instrument : HESS
-      Models     : ['RUUgNhNl-bkg']
+      Models     : ['Ee86EpWQ-bkg']
 
     Dataset 1: 
 
       Type       : MapDataset
-      Name       : -obeFvSg
+      Name       : MDYdqDYR
       Instrument : HESS
-      Models     : ['-obeFvSg-bkg']
+      Models     : ['MDYdqDYR-bkg']
 
     Dataset 2: 
 
       Type       : MapDataset
-      Name       : MmffygUD
+      Name       : jT82plhF
       Instrument : HESS
-      Models     : ['MmffygUD-bkg']
+      Models     : ['jT82plhF-bkg']
 
     Dataset 3: 
 
       Type       : MapDataset
-      Name       : J935oXl_
+      Name       : ZBVFHtYD
       Instrument : HESS
-      Models     : ['J935oXl_-bkg']
+      Models     : ['ZBVFHtYD-bkg']
 
 
 
@@ -958,7 +958,7 @@ use ``get_by_coord``
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 15.472 seconds)
+   **Total running time of the script:** (0 minutes 14.942 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 25a50feb14e..0f209fd5a29 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                : 2.0.dev67+gce94f18ca 
+            version                : 2.0.dev76+g382ec4c12 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
diff --git a/docs/dev/_sources/tutorials/api/mask_maps.rst.txt b/docs/dev/_sources/tutorials/api/mask_maps.rst.txt
index 2569774e80d..9947fd47780 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                : 2.0.dev67+gce94f18ca 
+            version                : 2.0.dev76+g382ec4c12 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
diff --git a/docs/dev/_sources/tutorials/api/model_management.rst.txt b/docs/dev/_sources/tutorials/api/model_management.rst.txt
index 39998d73707..811a98cb5b3 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                : 2.0.dev67+gce94f18ca 
+            version                : 2.0.dev76+g382ec4c12 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -1567,7 +1567,7 @@ associated models, ie, with yaml and fits files. eg:
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 10.543 seconds)
+   **Total running time of the script:** (0 minutes 10.365 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 eb953aaea89..a6ddfe4cbcf 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                : 2.0.dev67+gce94f18ca 
+            version                : 2.0.dev76+g382ec4c12 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -1198,7 +1198,7 @@ generated:
 
  .. code-block:: none
 
-    m0LSVQEd
+    EpkZT0kn
 
 
 
@@ -1392,7 +1392,7 @@ existing FITS file:
 
     SkyModel
 
-      Name                      : TnDkNIGY
+      Name                      : Z_ljUQZN
       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                      : TnDkNIGY
+      Name                      : Z_ljUQZN
       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', 'TnDkNIGY']
+    ['my-source', 'Z_ljUQZN']
 
 
 
@@ -1717,7 +1717,7 @@ format:
                 value: 2.0
                 unit: d
             scale: utc
-    -   name: TnDkNIGY
+    -   name: Z_ljUQZN
         type: SkyModel
         spectral:
             type: PowerLawNormSpectralModel
@@ -1786,8 +1786,8 @@ format:
                 unit: d
             scale: utc
     metadata:
-        creator: Gammapy 2.0.dev67+gce94f18ca
-        date: '2024-11-25T15:03:36.778702'
+        creator: Gammapy 2.0.dev76+g382ec4c12
+        date: '2024-11-25T16:06:04.871625'
         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=0x7fb37cb09f40)
-    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=0x7fb37cb09f40)
+    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=0x7f65281bdee0)
+    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=0x7f65281bdee0)
 
 
 
@@ -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@vcpImxpL
+                link: index@g-3o--lR
             -   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@vcpImxpL
+                link: index@g-3o--lR
             -   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 2.0.dev67+gce94f18ca
-        date: '2024-11-25T15:03:36.973206'
+        creator: Gammapy 2.0.dev76+g382ec4c12
+        date: '2024-11-25T16:06:05.055499'
         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 26e5d6f4615..21bf433dc38 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 fc8cb7056c8..d501c4ecdb2 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                : 2.0.dev67+gce94f18ca 
+            version                : 2.0.dev76+g382ec4c12 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -371,8 +371,8 @@ The parameters table will mention the type of prior associated to each model
 
        model    type    name     value    ... max frozen link     prior    
     ----------- ---- --------- ---------- ... --- ------ ---- -------------
-    prior-model          index 2.1473e+00 ... nan  False      GaussianPrior
-    prior-model      amplitude 7.5288e-12 ... nan  False                   
+    prior-model          index 2.1293e+00 ... nan  False      GaussianPrior
+    prior-model      amplitude 7.6503e-12 ... nan  False                   
     prior-model      reference 1.0000e+00 ... nan   True                   
 
 
@@ -781,14 +781,14 @@ 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 0x7fb35c27efa0>, None, None]
+    [<__main__.MyCustomPrior object at 0x7f65285e4b20>, None, None]
 
 
 
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (1 minutes 12.842 seconds)
+   **Total running time of the script:** (1 minutes 22.871 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 93e94b1c5b6..99111cdaf1c 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
 =================
-**03:03.050** total execution time for 13 files **from tutorials/api**:
+**03:10.068** total execution time for 13 files **from tutorials/api**:
 
 .. container::
 
@@ -33,41 +33,41 @@ Computation times
      - Time
      - Mem (MB)
    * - :ref:`sphx_glr_tutorials_api_priors.py` (``priors.py``)
-     - 01:12.842
+     - 01:22.871
      - 0.0
    * - :ref:`sphx_glr_tutorials_api_astro_dark_matter.py` (``astro_dark_matter.py``)
-     - 00:28.388
-     - 0.0
-   * - :ref:`sphx_glr_tutorials_api_datasets.py` (``datasets.py``)
-     - 00:15.862
+     - 00:28.116
      - 0.0
    * - :ref:`sphx_glr_tutorials_api_makers.py` (``makers.py``)
-     - 00:15.472
+     - 00:14.942
+     - 0.0
+   * - :ref:`sphx_glr_tutorials_api_datasets.py` (``datasets.py``)
+     - 00:13.917
      - 0.0
    * - :ref:`sphx_glr_tutorials_api_fitting.py` (``fitting.py``)
-     - 00:11.534
+     - 00:11.319
      - 0.0
    * - :ref:`sphx_glr_tutorials_api_model_management.py` (``model_management.py``)
-     - 00:10.543
+     - 00:10.365
      - 0.0
    * - :ref:`sphx_glr_tutorials_api_estimators.py` (``estimators.py``)
      - 00:06.833
      - 0.0
    * - :ref:`sphx_glr_tutorials_api_catalog.py` (``catalog.py``)
-     - 00:06.191
+     - 00:06.045
      - 0.0
    * - :ref:`sphx_glr_tutorials_api_observation_clustering.py` (``observation_clustering.py``)
-     - 00:03.941
+     - 00:03.882
      - 0.0
    * - :ref:`sphx_glr_tutorials_api_irfs.py` (``irfs.py``)
-     - 00:03.677
-     - 0.0
-   * - :ref:`sphx_glr_tutorials_api_maps.py` (``maps.py``)
-     - 00:02.798
+     - 00:03.852
      - 0.0
    * - :ref:`sphx_glr_tutorials_api_models.py` (``models.py``)
-     - 00:02.585
+     - 00:03.000
+     - 0.0
+   * - :ref:`sphx_glr_tutorials_api_maps.py` (``maps.py``)
+     - 00:02.769
      - 0.0
    * - :ref:`sphx_glr_tutorials_api_mask_maps.py` (``mask_maps.py``)
-     - 00:02.384
+     - 00:02.159
      - 0.0
diff --git a/docs/dev/_sources/tutorials/data/cta.rst.txt b/docs/dev/_sources/tutorials/data/cta.rst.txt
index d4fee436422..de1e951226b 100644
--- a/docs/dev/_sources/tutorials/data/cta.rst.txt
+++ b/docs/dev/_sources/tutorials/data/cta.rst.txt
@@ -133,7 +133,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 2.0.dev67+gce94f18ca 
+            version                : 2.0.dev76+g382ec4c12 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -525,7 +525,7 @@ 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 960e1b0d936..f1ab5192607 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                : 2.0.dev67+gce94f18ca 
+            version                : 2.0.dev76+g382ec4c12 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
diff --git a/docs/dev/_sources/tutorials/data/hawc.rst.txt b/docs/dev/_sources/tutorials/data/hawc.rst.txt
index f97c075a962..ee74a8d85e4 100644
--- a/docs/dev/_sources/tutorials/data/hawc.rst.txt
+++ b/docs/dev/_sources/tutorials/data/hawc.rst.txt
@@ -119,7 +119,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 2.0.dev67+gce94f18ca 
+            version                : 2.0.dev76+g382ec4c12 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
diff --git a/docs/dev/_sources/tutorials/data/hess.rst.txt b/docs/dev/_sources/tutorials/data/hess.rst.txt
index 5c9586da9ac..9475f8fbc54 100644
--- a/docs/dev/_sources/tutorials/data/hess.rst.txt
+++ b/docs/dev/_sources/tutorials/data/hess.rst.txt
@@ -115,7 +115,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 2.0.dev67+gce94f18ca 
+            version                : 2.0.dev76+g382ec4c12 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
diff --git a/docs/dev/_sources/tutorials/data/sg_execution_times.rst.txt b/docs/dev/_sources/tutorials/data/sg_execution_times.rst.txt
index e4ad02e3dbe..806c79eae35 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
 =================
-**00:23.807** total execution time for 4 files **from tutorials/data**:
+**00:23.024** 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``)
-     - 00:07.599
+     - 00:07.217
      - 0.0
    * - :ref:`sphx_glr_tutorials_data_fermi_lat.py` (``fermi_lat.py``)
-     - 00:07.109
+     - 00:06.783
      - 0.0
    * - :ref:`sphx_glr_tutorials_data_cta.py` (``cta.py``)
-     - 00:05.589
+     - 00:05.583
      - 0.0
    * - :ref:`sphx_glr_tutorials_data_hess.py` (``hess.py``)
-     - 00:03.511
+     - 00:03.440
      - 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 4d04acb31e8..17f773b6f17 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
 =================
-**00:02.600** total execution time for 1 file **from tutorials/scripts**:
+**00:02.514** 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``)
-     - 00:02.600
+     - 00:02.514
      - 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 569530424bd..203c5d02864 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                : 2.0.dev67+gce94f18ca 
+            version                : 2.0.dev76+g382ec4c12 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -310,8 +310,8 @@ Here is what the configuration for our analysis looks like:
             parameters:
                 selection_optional: all
         metadata:
-            creator: Gammapy 2.0.dev67+gce94f18ca
-            date: '2024-11-25T14:56:26.375359'
+            creator: Gammapy 2.0.dev76+g382ec4c12
+            date: '2024-11-25T15:59:30.088311'
             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 2.0.dev67+gce94f18ca
-            date: '2024-11-25T14:56:26.403006'
+            creator: Gammapy 2.0.dev76+g382ec4c12
+            date: '2024-11-25T15:59:30.114451'
             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 2.0.dev67+gce94f18ca
-        date: '2024-11-25T14:56:35.999028'
+        creator: Gammapy 2.0.dev76+g382ec4c12
+        date: '2024-11-25T15:59:38.895167'
         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 15.673 seconds)
+   **Total running time of the script:** (0 minutes 14.551 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 f9e1cac3ffd..85237f9c125 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                : 2.0.dev67+gce94f18ca 
+            version                : 2.0.dev76+g382ec4c12 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
diff --git a/docs/dev/_sources/tutorials/starting/overview.rst.txt b/docs/dev/_sources/tutorials/starting/overview.rst.txt
index a1496a67fc9..bcf2554c9c9 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                : 2.0.dev67+gce94f18ca 
+            version                : 2.0.dev76+g382ec4c12 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
diff --git a/docs/dev/_sources/tutorials/starting/sg_execution_times.rst.txt b/docs/dev/_sources/tutorials/starting/sg_execution_times.rst.txt
index 26045d4f8ef..caf4f38de62 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
 =================
-**00:25.431** total execution time for 3 files **from tutorials/starting**:
+**00:23.878** 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``)
-     - 00:15.673
+     - 00:14.551
      - 0.0
    * - :ref:`sphx_glr_tutorials_starting_analysis_2.py` (``analysis_2.py``)
-     - 00:07.813
+     - 00:07.263
      - 0.0
    * - :ref:`sphx_glr_tutorials_starting_overview.py` (``overview.py``)
-     - 00:01.945
+     - 00:02.064
      - 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 ea0188e3dbf..447ac32e867 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 2.0.dev67+gce94f18ca
-        date: '2024-11-25T14:56:10.673004'
+        creator: Gammapy 2.0.dev76+g382ec4c12
+        date: '2024-11-25T15:59:14.482214'
         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 dbbe2ace42d..bcef6e04ece 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 2.0.dev67+gce94f18ca
-        date: '2024-11-25T14:56:09.884552'
+        creator: Gammapy 2.0.dev76+g382ec4c12
+        date: '2024-11-25T15:59:13.797625'
         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 d9e5c3e098a..01ebd4d70b9 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 2.0.dev67+gce94f18ca
-        date: '2024-11-25T14:56:11.021980'
+        creator: Gammapy 2.0.dev76+g382ec4c12
+        date: '2024-11-25T15:59:14.792760'
         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 7be2ef68ea0..b57554381e8 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 2.0.dev67+gce94f18ca
-        date: '2024-11-25T14:56:08.830284'
+        creator: Gammapy 2.0.dev76+g382ec4c12
+        date: '2024-11-25T15:59:12.866020'
         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 7f41ff1a3a8..466c1e103a8 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 2.0.dev67+gce94f18ca
-        date: '2024-11-25T14:56:09.423663'
+        creator: Gammapy 2.0.dev76+g382ec4c12
+        date: '2024-11-25T15:59:13.408496'
         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 3bba15efe25..7366f4482fb 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 2.0.dev67+gce94f18ca
-        date: '2024-11-25T14:56:11.366294'
+        creator: Gammapy 2.0.dev76+g382ec4c12
+        date: '2024-11-25T15:59:15.115692'
         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 971aeb7d683..cd6659de9ea 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 2.0.dev67+gce94f18ca
-        date: '2024-11-25T14:56:11.683095'
+        creator: Gammapy 2.0.dev76+g382ec4c12
+        date: '2024-11-25T15:59:15.406312'
         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 2b6233a281c..bf10d07f696 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 2.0.dev67+gce94f18ca
-        date: '2024-11-25T14:56:09.136922'
+        creator: Gammapy 2.0.dev76+g382ec4c12
+        date: '2024-11-25T15:59:13.148925'
         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 f63e1c02f54..10018c2567a 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 2.0.dev67+gce94f18ca
-        date: '2024-11-25T14:56:10.245156'
+        creator: Gammapy 2.0.dev76+g382ec4c12
+        date: '2024-11-25T15:59:14.095941'
         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 2cf7d9a2f0b..4ed54cc3810 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
 =================
-**00:02.088** total execution time for 9 files **from user-guide/model-gallery/spatial**:
+**00:01.979** total execution time for 9 files **from user-guide/model-gallery/spatial**:
 
 .. container::
 
@@ -32,30 +32,30 @@ Computation times
    * - Example
      - Time
      - Mem (MB)
-   * - :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_disk.py` (``plot_disk.py``)
-     - 00:00.319
-     - 0.0
    * - :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_gen_gauss.py` (``plot_gen_gauss.py``)
-     - 00:00.289
+     - 00:00.311
      - 0.0
    * - :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_constant.py` (``plot_constant.py``)
-     - 00:00.283
+     - 00:00.281
      - 0.0
-   * - :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_template.py` (``plot_template.py``)
-     - 00:00.236
+   * - :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_disk.py` (``plot_disk.py``)
+     - 00:00.277
      - 0.0
    * - :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_gauss.py` (``plot_gauss.py``)
-     - 00:00.225
+     - 00:00.206
      - 0.0
    * - :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_point.py` (``plot_point.py``)
-     - 00:00.209
+     - 00:00.199
+     - 0.0
+   * - :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_template.py` (``plot_template.py``)
+     - 00:00.194
      - 0.0
    * - :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_shell.py` (``plot_shell.py``)
-     - 00:00.189
+     - 00:00.185
      - 0.0
    * - :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_shell2.py` (``plot_shell2.py``)
-     - 00:00.182
+     - 00:00.175
      - 0.0
    * - :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_piecewise_norm_spatial.py` (``plot_piecewise_norm_spatial.py``)
-     - 00:00.157
+     - 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 bca2bea5ef1..d2a05a9d655 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 2.0.dev67+gce94f18ca
-        date: '2024-11-25T14:56:14.412973'
+        creator: Gammapy 2.0.dev76+g382ec4c12
+        date: '2024-11-25T15:59:18.026260'
         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 735f82bad5a..69ecda4b015 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 2.0.dev67+gce94f18ca
-        date: '2024-11-25T14:56:19.586638'
+        creator: Gammapy 2.0.dev76+g382ec4c12
+        date: '2024-11-25T15:59:22.893168'
         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 a1df694be67..b23fd98a600 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 2.0.dev67+gce94f18ca
-        date: '2024-11-25T14:56:17.020663'
+        creator: Gammapy 2.0.dev76+g382ec4c12
+        date: '2024-11-25T15:59:20.495867'
         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 7c727186cf2..10ce3668076 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 2.0.dev67+gce94f18ca
-        date: '2024-11-25T14:56:13.099325'
+        creator: Gammapy 2.0.dev76+g382ec4c12
+        date: '2024-11-25T15:59:16.779527'
         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 84239d9da80..71f5928c1b9 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 2.0.dev67+gce94f18ca
-        date: '2024-11-25T14:56:20.579231'
+        creator: Gammapy 2.0.dev76+g382ec4c12
+        date: '2024-11-25T15:59:23.811964'
         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 218e4e541c2..d018c3f54fb 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 2.0.dev67+gce94f18ca
-        date: '2024-11-25T14:56:12.247628'
+        creator: Gammapy 2.0.dev76+g382ec4c12
+        date: '2024-11-25T15:59:15.980971'
         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 766ef4553d7..e3c51223403 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 2.0.dev67+gce94f18ca
-        date: '2024-11-25T14:56:21.071292'
+        creator: Gammapy 2.0.dev76+g382ec4c12
+        date: '2024-11-25T15:59:24.282060'
         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 0425c01e5ad..716cfdf44a0 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 2.0.dev67+gce94f18ca
-        date: '2024-11-25T14:56:18.186951'
+        creator: Gammapy 2.0.dev76+g382ec4c12
+        date: '2024-11-25T15:59:21.579436'
         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 f35c19d780b..dbfb88e3c29 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 2.0.dev67+gce94f18ca
-        date: '2024-11-25T14:56:16.174278'
+        creator: Gammapy 2.0.dev76+g382ec4c12
+        date: '2024-11-25T15:59:19.732019'
         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 424a7af5a5a..2a458228288 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
@@ -135,8 +135,8 @@ Here is an example YAML file using the model:
                     value: 0.0
             operator: mul
     metadata:
-        creator: Gammapy 2.0.dev67+gce94f18ca
-        date: '2024-11-25T14:56:18.604717'
+        creator: Gammapy 2.0.dev76+g382ec4c12
+        date: '2024-11-25T15:59:21.975596'
         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 0604ee62530..7920f7c7b80 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
@@ -169,8 +169,8 @@ Here is an example YAML file using the model:
                 interp: lin
                 scale_method: scale10
     metadata:
-        creator: Gammapy 2.0.dev67+gce94f18ca
-        date: '2024-11-25T14:56:15.455557'
+        creator: Gammapy 2.0.dev76+g382ec4c12
+        date: '2024-11-25T15:59:19.072198'
         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 d08328f2252..2162b233711 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 2.0.dev67+gce94f18ca
-        date: '2024-11-25T14:56:15.834457'
+        creator: Gammapy 2.0.dev76+g382ec4c12
+        date: '2024-11-25T15:59:19.418838'
         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 8439cf83040..96a6d2d06ec 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 2.0.dev67+gce94f18ca
-        date: '2024-11-25T14:56:14.882373'
+        creator: Gammapy 2.0.dev76+g382ec4c12
+        date: '2024-11-25T15:59:18.470107'
         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 b223a727062..4bdb002d228 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 2.0.dev67+gce94f18ca
-        date: '2024-11-25T14:56:19.090469'
+        creator: Gammapy 2.0.dev76+g382ec4c12
+        date: '2024-11-25T15:59:22.438102'
         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 91747b10985..7765f6a6e2a 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 2.0.dev67+gce94f18ca
-        date: '2024-11-25T14:56:17.819767'
+        creator: Gammapy 2.0.dev76+g382ec4c12
+        date: '2024-11-25T15:59:21.232454'
         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 9975954cf07..c58246d6a59 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 2.0.dev67+gce94f18ca
-        date: '2024-11-25T14:56:12.721055'
+        creator: Gammapy 2.0.dev76+g382ec4c12
+        date: '2024-11-25T15:59:16.432650'
         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 12c689ba261..f2e9820c9df 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 2.0.dev67+gce94f18ca
-        date: '2024-11-25T14:56:17.403732'
+        creator: Gammapy 2.0.dev76+g382ec4c12
+        date: '2024-11-25T15:59:20.833578'
         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 91424ca8864..c2fc363b1ae 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 2.0.dev67+gce94f18ca
-        date: '2024-11-25T14:56:16.557612'
+        creator: Gammapy 2.0.dev76+g382ec4c12
+        date: '2024-11-25T15:59:20.063234'
         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 4f08d2792dd..9a43c8ad9ef 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 2.0.dev67+gce94f18ca
-        date: '2024-11-25T14:56:13.448488'
+        creator: Gammapy 2.0.dev76+g382ec4c12
+        date: '2024-11-25T15:59:17.111851'
         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 d531e56fe77..94734f8e942 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
@@ -116,7 +116,7 @@ The following shows how to implement extrapolation of a template spectral model:
  .. code-block:: none
 
 
-    
+    
 
 
 
@@ -203,8 +203,8 @@ Here is an example YAML file using the model:
                 - 3.9e-39
                 unit: 1 / (cm2 MeV s)
     metadata:
-        creator: Gammapy 2.0.dev67+gce94f18ca
-        date: '2024-11-25T14:56:20.206327'
+        creator: Gammapy 2.0.dev76+g382ec4c12
+        date: '2024-11-25T15:59:23.470419'
         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 381e5f052b0..67259879384 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
 =================
-**00:06.581** total execution time for 20 files **from user-guide/model-gallery/spectral**:
+**00:06.468** 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``)
-     - 00:00.838
-     - 0.0
-   * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_template_spectral.py` (``plot_template_spectral.py``)
-     - 00:00.466
+     - 00:00.811
      - 0.0
    * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_naima.py` (``plot_naima.py``)
-     - 00:00.444
+     - 00:00.488
+     - 0.0
+   * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_template_spectral.py` (``plot_template_spectral.py``)
+     - 00:00.456
      - 0.0
    * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_exp_cutoff_powerlaw_3fgl.py` (``plot_exp_cutoff_powerlaw_3fgl.py``)
-     - 00:00.391
+     - 00:00.409
      - 0.0
    * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_exp_cutoff_powerlaw_norm_spectral.py` (``plot_exp_cutoff_powerlaw_norm_spectral.py``)
-     - 00:00.361
+     - 00:00.346
      - 0.0
-   * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_smooth_broken_powerlaw.py` (``plot_smooth_broken_powerlaw.py``)
-     - 00:00.338
+   * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_powerlaw2.py` (``plot_powerlaw2.py``)
+     - 00:00.332
      - 0.0
    * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_broken_powerlaw.py` (``plot_broken_powerlaw.py``)
-     - 00:00.338
+     - 00:00.329
      - 0.0
-   * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_powerlaw2.py` (``plot_powerlaw2.py``)
-     - 00:00.335
+   * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_smooth_broken_powerlaw.py` (``plot_smooth_broken_powerlaw.py``)
+     - 00:00.328
      - 0.0
    * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_compound.py` (``plot_compound.py``)
-     - 00:00.334
+     - 00:00.322
      - 0.0
    * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_powerlaw.py` (``plot_powerlaw.py``)
-     - 00:00.328
+     - 00:00.319
      - 0.0
    * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_powerlaw_norm_spectral.py` (``plot_powerlaw_norm_spectral.py``)
-     - 00:00.285
+     - 00:00.277
      - 0.0
    * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_logparabola_norm_spectral.py` (``plot_logparabola_norm_spectral.py``)
-     - 00:00.283
-     - 0.0
-   * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_super_exp_cutoff_powerlaw_4fgl.py` (``plot_super_exp_cutoff_powerlaw_4fgl.py``)
-     - 00:00.250
+     - 00:00.276
      - 0.0
    * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_constant_spectral.py` (``plot_constant_spectral.py``)
-     - 00:00.247
+     - 00:00.237
      - 0.0
    * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_piecewise_norm_spectral.py` (``plot_piecewise_norm_spectral.py``)
-     - 00:00.233
+     - 00:00.225
      - 0.0
    * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_super_exp_cutoff_powerlaw_3fgl.py` (``plot_super_exp_cutoff_powerlaw_3fgl.py``)
-     - 00:00.231
+     - 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``)
+     - 00:00.222
      - 0.0
    * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_gauss_spectral.py` (``plot_gauss_spectral.py``)
-     - 00:00.227
+     - 00:00.221
      - 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``)
-     - 00:00.227
+   * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_super_exp_cutoff_powerlaw_4fgl.py` (``plot_super_exp_cutoff_powerlaw_4fgl.py``)
+     - 00:00.220
      - 0.0
    * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_exp_cutoff_powerlaw.py` (``plot_exp_cutoff_powerlaw.py``)
-     - 00:00.213
+     - 00:00.219
      - 0.0
    * - :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_logparabola.py` (``plot_logparabola.py``)
-     - 00:00.211
+     - 00:00.207
      - 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 67f897f9eed..9333d3503c1 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 2.0.dev67+gce94f18ca
-        date: '2024-11-25T14:56:23.757008'
+        creator: Gammapy 2.0.dev76+g382ec4c12
+        date: '2024-11-25T15:59:27.459660'
         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 a7f27c3d019..a56847deb54 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 2.0.dev67+gce94f18ca
-        date: '2024-11-25T14:56:24.019910'
+        creator: Gammapy 2.0.dev76+g382ec4c12
+        date: '2024-11-25T15:59:27.684587'
         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 b700f3ac2ce..b0164517466 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 2.0.dev67+gce94f18ca
-        date: '2024-11-25T14:56:22.067791'
+        creator: Gammapy 2.0.dev76+g382ec4c12
+        date: '2024-11-25T15:59:25.964624'
         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 b98c5139de9..2ea763186c4 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 2.0.dev67+gce94f18ca
-        date: '2024-11-25T14:56:22.951907'
+        creator: Gammapy 2.0.dev76+g382ec4c12
+        date: '2024-11-25T15:59:26.770491'
         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 5b7f0b9a8a6..8c589975ba3 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: 60639.52249279399
+                value: 60639.566286295616
                 unit: d
             scale: utc
     metadata:
-        creator: Gammapy 2.0.dev67+gce94f18ca
-        date: '2024-11-25T14:56:23.486681'
+        creator: Gammapy 2.0.dev76+g382ec4c12
+        date: '2024-11-25T15:59:27.240701'
         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 55e452227df..3e4f1fc671c 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: 60639.52248242426
+                value: 60639.56627712754
                 unit: d
             -   name: t0
                 value: 1.0
                 unit: d
             scale: utc
     metadata:
-        creator: Gammapy 2.0.dev67+gce94f18ca
-        date: '2024-11-25T14:56:22.681513'
+        creator: Gammapy 2.0.dev76+g382ec4c12
+        date: '2024-11-25T15:59:26.538812'
         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 9aa08ae0a0f..7cff10410ee 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: 60639.52248970213
+                value: 60639.566283512955
                 unit: d
             scale: utc
     metadata:
-        creator: Gammapy 2.0.dev67+gce94f18ca
-        date: '2024-11-25T14:56:23.224308'
+        creator: Gammapy 2.0.dev76+g382ec4c12
+        date: '2024-11-25T15:59:27.003535'
         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 58d9e503337..090e2b29809 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 2.0.dev67+gce94f18ca
-        date: '2024-11-25T14:56:21.808794'
+        creator: Gammapy 2.0.dev76+g382ec4c12
+        date: '2024-11-25T15:59:25.719418'
         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 701b8f80d65..16e654be25c 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 2.0.dev67+gce94f18ca
-        date: '2024-11-25T14:56:22.333442'
+        creator: Gammapy 2.0.dev76+g382ec4c12
+        date: '2024-11-25T15:59:26.213096'
         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 53dd8aa8a53..a76b7a4132b 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
 =================
-**00:01.534** total execution time for 9 files **from user-guide/model-gallery/temporal**:
+**00:02.203** 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_template_phase_temporal.py` (``plot_template_phase_temporal.py``)
-     - 00:00.518
+     - 00:01.237
      - 0.0
    * - :ref:`sphx_glr_user-guide_model-gallery_temporal_plot_powerlaw_temporal.py` (``plot_powerlaw_temporal.py``)
-     - 00:00.202
+     - 00:00.197
      - 0.0
    * - :ref:`sphx_glr_user-guide_model-gallery_temporal_plot_template_temporal.py` (``plot_template_temporal.py``)
-     - 00:00.127
+     - 00:00.121
      - 0.0
    * - :ref:`sphx_glr_user-guide_model-gallery_temporal_plot_generalized_gaussian_temporal.py` (``plot_generalized_gaussian_temporal.py``)
-     - 00:00.118
+     - 00:00.113
      - 0.0
-   * - :ref:`sphx_glr_user-guide_model-gallery_temporal_plot_expdecay_temporal.py` (``plot_expdecay_temporal.py``)
-     - 00:00.118
+   * - :ref:`sphx_glr_user-guide_model-gallery_temporal_plot_gaussian_temporal.py` (``plot_gaussian_temporal.py``)
+     - 00:00.112
      - 0.0
    * - :ref:`sphx_glr_user-guide_model-gallery_temporal_plot_sine_temporal.py` (``plot_sine_temporal.py``)
-     - 00:00.117
+     - 00:00.110
      - 0.0
-   * - :ref:`sphx_glr_user-guide_model-gallery_temporal_plot_gaussian_temporal.py` (``plot_gaussian_temporal.py``)
-     - 00:00.115
+   * - :ref:`sphx_glr_user-guide_model-gallery_temporal_plot_expdecay_temporal.py` (``plot_expdecay_temporal.py``)
+     - 00:00.108
      - 0.0
    * - :ref:`sphx_glr_user-guide_model-gallery_temporal_plot_linear_temporal.py` (``plot_linear_temporal.py``)
-     - 00:00.112
+     - 00:00.107
      - 0.0
    * - :ref:`sphx_glr_user-guide_model-gallery_temporal_plot_constant_temporal.py` (``plot_constant_temporal.py``)
-     - 00:00.107
+     - 00:00.099
      - 0.0
diff --git a/docs/dev/api-reference/analysis.html b/docs/dev/api-reference/analysis.html
index 3b4730c7a24..1da475c50fb 100644
--- a/docs/dev/api-reference/analysis.html
+++ b/docs/dev/api-reference/analysis.html
@@ -70,7 +70,7 @@
     
   
   
-  
+  
     
   
   
diff --git a/docs/dev/api-reference/astro.html b/docs/dev/api-reference/astro.html
index b11e3bf1688..b87b2261842 100644
--- a/docs/dev/api-reference/astro.html
+++ b/docs/dev/api-reference/astro.html
@@ -71,7 +71,7 @@
     
   
   
-  
+  
     
   
   
diff --git a/docs/dev/api-reference/catalog.html b/docs/dev/api-reference/catalog.html
index 43733cdc479..0ec3e8dcf9c 100644
--- a/docs/dev/api-reference/catalog.html
+++ b/docs/dev/api-reference/catalog.html
@@ -70,7 +70,7 @@
     
   
   
-  
+  
     
   
   
diff --git a/docs/dev/api-reference/data.html b/docs/dev/api-reference/data.html
index e71508465d9..4ab194fdd15 100644
--- a/docs/dev/api-reference/data.html
+++ b/docs/dev/api-reference/data.html
@@ -70,7 +70,7 @@
     
   
   
-  
+  
     
   
   
diff --git a/docs/dev/api-reference/datasets.html b/docs/dev/api-reference/datasets.html
index 8c8b3cc43b9..03243f02f21 100644
--- a/docs/dev/api-reference/datasets.html
+++ b/docs/dev/api-reference/datasets.html
@@ -71,7 +71,7 @@
     
   
   
-  
+  
     
   
   
diff --git a/docs/dev/api-reference/estimators.html b/docs/dev/api-reference/estimators.html
index 9f79eb35f13..c8a15a57b79 100644
--- a/docs/dev/api-reference/estimators.html
+++ b/docs/dev/api-reference/estimators.html
@@ -71,7 +71,7 @@
     
   
   
-  
+  
     
   
   
diff --git a/docs/dev/api-reference/index.html b/docs/dev/api-reference/index.html
index f881a336978..8fc92b650d7 100644
--- a/docs/dev/api-reference/index.html
+++ b/docs/dev/api-reference/index.html
@@ -71,7 +71,7 @@
     
   
   
-  
+  
     
   
   
diff --git a/docs/dev/api-reference/irf.html b/docs/dev/api-reference/irf.html
index 56431102a64..7e9ef5aa931 100644
--- a/docs/dev/api-reference/irf.html
+++ b/docs/dev/api-reference/irf.html
@@ -71,7 +71,7 @@
     
   
   
-  
+  
     
   
   
diff --git a/docs/dev/api-reference/makers.html b/docs/dev/api-reference/makers.html
index c93545cc3a0..9d17839ee0b 100644
--- a/docs/dev/api-reference/makers.html
+++ b/docs/dev/api-reference/makers.html
@@ -70,7 +70,7 @@
     
   
   
-  
+  
     
   
   
diff --git a/docs/dev/api-reference/maps.html b/docs/dev/api-reference/maps.html
index 789552939ec..5cd749c86f2 100644
--- a/docs/dev/api-reference/maps.html
+++ b/docs/dev/api-reference/maps.html
@@ -70,7 +70,7 @@
     
   
   
-  
+  
     
   
   
diff --git a/docs/dev/api-reference/modeling.html b/docs/dev/api-reference/modeling.html
index fe8d479041f..50ed1b417dc 100644
--- a/docs/dev/api-reference/modeling.html
+++ b/docs/dev/api-reference/modeling.html
@@ -71,7 +71,7 @@
     
   
   
-  
+  
     
   
   
diff --git a/docs/dev/api-reference/scripts.html b/docs/dev/api-reference/scripts.html
index 6d190cf68fe..bfb5d4ad7c2 100644
--- a/docs/dev/api-reference/scripts.html
+++ b/docs/dev/api-reference/scripts.html
@@ -70,7 +70,7 @@
     
   
   
-  
+  
     
   
   
diff --git a/docs/dev/api-reference/stats.html b/docs/dev/api-reference/stats.html
index f460929ff85..0a05ebe3292 100644
--- a/docs/dev/api-reference/stats.html
+++ b/docs/dev/api-reference/stats.html
@@ -71,7 +71,7 @@
     
   
   
-  
+  
     
   
   
diff --git a/docs/dev/api-reference/utils.html b/docs/dev/api-reference/utils.html
index 2cd249891ed..c7b7dcd63ff 100644
--- a/docs/dev/api-reference/utils.html
+++ b/docs/dev/api-reference/utils.html
@@ -71,7 +71,7 @@
     
   
   
-  
+  
     
   
   
diff --git a/docs/dev/api-reference/visualization.html b/docs/dev/api-reference/visualization.html
index f362f827e22..1cb2951dc05 100644
--- a/docs/dev/api-reference/visualization.html
+++ b/docs/dev/api-reference/visualization.html
@@ -70,7 +70,7 @@
     
   
   
-  
+  
     
   
   
diff --git a/docs/dev/api/gammapy.analysis.Analysis.html b/docs/dev/api/gammapy.analysis.Analysis.html
index fc149d3148b..985bdfc31cd 100644
--- a/docs/dev/api/gammapy.analysis.Analysis.html
+++ b/docs/dev/api/gammapy.analysis.Analysis.html
@@ -70,7 +70,7 @@
     
   
   
-  
+  
     
   
   
diff --git a/docs/dev/api/gammapy.analysis.AnalysisConfig.html b/docs/dev/api/gammapy.analysis.AnalysisConfig.html
index fb674ab998b..d8e1b4ab897 100644
--- a/docs/dev/api/gammapy.analysis.AnalysisConfig.html
+++ b/docs/dev/api/gammapy.analysis.AnalysisConfig.html
@@ -70,7 +70,7 @@
     
   
   
-  
+  
     
   
   
diff --git a/docs/dev/api/gammapy.astro.darkmatter.BurkertProfile.html b/docs/dev/api/gammapy.astro.darkmatter.BurkertProfile.html
index 270c7345ca0..739b9d2aaeb 100644
--- a/docs/dev/api/gammapy.astro.darkmatter.BurkertProfile.html
+++ b/docs/dev/api/gammapy.astro.darkmatter.BurkertProfile.html
@@ -71,7 +71,7 @@
     
   
   
-  
+  
     
   
   
diff --git a/docs/dev/api/gammapy.astro.darkmatter.DMProfile.html b/docs/dev/api/gammapy.astro.darkmatter.DMProfile.html
index 7a46e2b0f5a..c4cce5b333e 100644
--- a/docs/dev/api/gammapy.astro.darkmatter.DMProfile.html
+++ b/docs/dev/api/gammapy.astro.darkmatter.DMProfile.html
@@ -71,7 +71,7 @@
     
   
   
-  
+  
     
   
   
diff --git a/docs/dev/api/gammapy.astro.darkmatter.DarkMatterAnnihilationSpectralModel.html b/docs/dev/api/gammapy.astro.darkmatter.DarkMatterAnnihilationSpectralModel.html
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+++ b/docs/dev/api/gammapy.catalog.SourceCatalogObject.html
@@ -70,7 +70,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.catalog.SourceCatalogObject1LHAASO.html b/docs/dev/api/gammapy.catalog.SourceCatalogObject1LHAASO.html
index ffa0d28abe0..07296353465 100644
--- a/docs/dev/api/gammapy.catalog.SourceCatalogObject1LHAASO.html
+++ b/docs/dev/api/gammapy.catalog.SourceCatalogObject1LHAASO.html
@@ -70,7 +70,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.catalog.SourceCatalogObject2FHL.html b/docs/dev/api/gammapy.catalog.SourceCatalogObject2FHL.html
index f003db8b075..626a7e27e2c 100644
--- a/docs/dev/api/gammapy.catalog.SourceCatalogObject2FHL.html
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diff --git a/docs/dev/api/gammapy.catalog.SourceCatalogObject2HWC.html b/docs/dev/api/gammapy.catalog.SourceCatalogObject2HWC.html
index ef76ec4048c..902b64a1c85 100644
--- a/docs/dev/api/gammapy.catalog.SourceCatalogObject2HWC.html
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diff --git a/docs/dev/api/gammapy.catalog.SourceCatalogObject2PC.html b/docs/dev/api/gammapy.catalog.SourceCatalogObject2PC.html
index cdb3bc34550..ec2b529b564 100644
--- a/docs/dev/api/gammapy.catalog.SourceCatalogObject2PC.html
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@@ -70,7 +70,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.catalog.SourceCatalogObject3FGL.html b/docs/dev/api/gammapy.catalog.SourceCatalogObject3FGL.html
index 6fe824a742e..f081174b804 100644
--- a/docs/dev/api/gammapy.catalog.SourceCatalogObject3FGL.html
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diff --git a/docs/dev/api/gammapy.catalog.SourceCatalogObject3FHL.html b/docs/dev/api/gammapy.catalog.SourceCatalogObject3FHL.html
index e375f0588f3..78b2d3e6ddf 100644
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diff --git a/docs/dev/api/gammapy.catalog.SourceCatalogObject3HWC.html b/docs/dev/api/gammapy.catalog.SourceCatalogObject3HWC.html
index ff3fd9a2a4c..030412c45b7 100644
--- a/docs/dev/api/gammapy.catalog.SourceCatalogObject3HWC.html
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diff --git a/docs/dev/api/gammapy.catalog.SourceCatalogObject3PC.html b/docs/dev/api/gammapy.catalog.SourceCatalogObject3PC.html
index 4f8f08cf12d..5f9c1fdf212 100644
--- a/docs/dev/api/gammapy.catalog.SourceCatalogObject3PC.html
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@@ -70,7 +70,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.catalog.SourceCatalogObject4FGL.html b/docs/dev/api/gammapy.catalog.SourceCatalogObject4FGL.html
index 31a7b7cff55..a29410c6b4f 100644
--- a/docs/dev/api/gammapy.catalog.SourceCatalogObject4FGL.html
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@@ -70,7 +70,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.catalog.SourceCatalogObjectGammaCat.html b/docs/dev/api/gammapy.catalog.SourceCatalogObjectGammaCat.html
index 48a71bf02c9..21b68359ce6 100644
--- a/docs/dev/api/gammapy.catalog.SourceCatalogObjectGammaCat.html
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diff --git a/docs/dev/api/gammapy.catalog.SourceCatalogObjectHGPS.html b/docs/dev/api/gammapy.catalog.SourceCatalogObjectHGPS.html
index 195945f776d..98c924b89a9 100644
--- a/docs/dev/api/gammapy.catalog.SourceCatalogObjectHGPS.html
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@@ -70,7 +70,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.catalog.SourceCatalogObjectHGPSComponent.html b/docs/dev/api/gammapy.catalog.SourceCatalogObjectHGPSComponent.html
index aa91d59ea6d..711a9a1e78b 100644
--- a/docs/dev/api/gammapy.catalog.SourceCatalogObjectHGPSComponent.html
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diff --git a/docs/dev/api/gammapy.data.DataStore.html b/docs/dev/api/gammapy.data.DataStore.html
index c870d94a000..ac0c1b2e843 100644
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diff --git a/docs/dev/api/gammapy.data.EventList.html b/docs/dev/api/gammapy.data.EventList.html
index f8b281f65e7..b7c3f191849 100644
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diff --git a/docs/dev/api/gammapy.data.EventListMetaData.html b/docs/dev/api/gammapy.data.EventListMetaData.html
index 310103ec507..1cfcaae9433 100644
--- a/docs/dev/api/gammapy.data.EventListMetaData.html
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@@ -70,7 +70,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.data.FixedPointingInfo.html b/docs/dev/api/gammapy.data.FixedPointingInfo.html
index 64a4642d0d1..677921663fd 100644
--- a/docs/dev/api/gammapy.data.FixedPointingInfo.html
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@@ -70,7 +70,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.data.GTI.html b/docs/dev/api/gammapy.data.GTI.html
index f0ba4f666a3..52cfde0603d 100644
--- a/docs/dev/api/gammapy.data.GTI.html
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@@ -70,7 +70,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.data.HDUIndexTable.html b/docs/dev/api/gammapy.data.HDUIndexTable.html
index 96a5ce0d7d4..cedc312602a 100644
--- a/docs/dev/api/gammapy.data.HDUIndexTable.html
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@@ -70,7 +70,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.data.Observation.html b/docs/dev/api/gammapy.data.Observation.html
index ce695d80960..c1d8e2423cb 100644
--- a/docs/dev/api/gammapy.data.Observation.html
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@@ -70,7 +70,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.data.ObservationFilter.html b/docs/dev/api/gammapy.data.ObservationFilter.html
index f3c0d11b91b..187be0b84b5 100644
--- a/docs/dev/api/gammapy.data.ObservationFilter.html
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@@ -70,7 +70,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.data.ObservationMetaData.html b/docs/dev/api/gammapy.data.ObservationMetaData.html
index 0179fe39373..1daca3097f7 100644
--- a/docs/dev/api/gammapy.data.ObservationMetaData.html
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@@ -70,7 +70,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.data.ObservationTable.html b/docs/dev/api/gammapy.data.ObservationTable.html
index 31e8cac574d..6b59dd8873f 100644
--- a/docs/dev/api/gammapy.data.ObservationTable.html
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@@ -70,7 +70,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.data.Observations.html b/docs/dev/api/gammapy.data.Observations.html
index 2700e2ecb7f..489abe49f79 100644
--- a/docs/dev/api/gammapy.data.Observations.html
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@@ -70,7 +70,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.data.ObservationsEventsSampler.html b/docs/dev/api/gammapy.data.ObservationsEventsSampler.html
index 456320dc0ec..795761f24e4 100644
--- a/docs/dev/api/gammapy.data.ObservationsEventsSampler.html
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@@ -70,7 +70,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.data.PointingInfo.html b/docs/dev/api/gammapy.data.PointingInfo.html
index 25208a7a8f2..148f6ab0f71 100644
--- a/docs/dev/api/gammapy.data.PointingInfo.html
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diff --git a/docs/dev/api/gammapy.data.PointingMode.html b/docs/dev/api/gammapy.data.PointingMode.html
index 598debd986b..3878055e87d 100644
--- a/docs/dev/api/gammapy.data.PointingMode.html
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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 e2b4a569709..69aa50c37c3 100644
--- a/docs/dev/api/gammapy.data.get_irfs_features.html
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@@ -70,7 +70,7 @@
     
   
   
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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 b60502d7ffc..d790f95be80 100644
--- a/docs/dev/api/gammapy.data.observatory_locations.html
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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 602a0d7d443..feacab701d5 100644
--- a/docs/dev/api/gammapy.datasets.DATASET_REGISTRY.html
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@@ -70,7 +70,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.datasets.Dataset.html b/docs/dev/api/gammapy.datasets.Dataset.html
index 94153d594a4..f24b536421d 100644
--- a/docs/dev/api/gammapy.datasets.Dataset.html
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@@ -70,7 +70,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.datasets.Datasets.html b/docs/dev/api/gammapy.datasets.Datasets.html
index 5fc886387b7..f2c63a230a3 100644
--- a/docs/dev/api/gammapy.datasets.Datasets.html
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@@ -70,7 +70,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.datasets.FluxPointsDataset.html b/docs/dev/api/gammapy.datasets.FluxPointsDataset.html
index 23f5061d45c..dc3710243f7 100644
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diff --git a/docs/dev/api/gammapy.datasets.MapDataset.html b/docs/dev/api/gammapy.datasets.MapDataset.html
index 199a61e0eeb..c5f8e6a88ca 100644
--- a/docs/dev/api/gammapy.datasets.MapDataset.html
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@@ -71,7 +71,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.datasets.MapDatasetEventSampler.html b/docs/dev/api/gammapy.datasets.MapDatasetEventSampler.html
index a83e48f4a07..7c6165de918 100644
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diff --git a/docs/dev/api/gammapy.datasets.MapDatasetMetaData.html b/docs/dev/api/gammapy.datasets.MapDatasetMetaData.html
index 7c3c845e0b4..45141dac921 100644
--- a/docs/dev/api/gammapy.datasets.MapDatasetMetaData.html
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@@ -70,7 +70,7 @@
     
   
   
-  
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@@ -536,7 +536,7 @@
 
MapDatasetMetaData#

 

 

-class gammapy.datasets.MapDatasetMetaData(*, creation: ~gammapy.utils.metadata.CreatorMetaData | None = CreatorMetaData(creator='Gammapy 2.0.dev67+gce94f18ca', date=<Time object: scale='utc' format='datetime' value=2024-11-25 14:56:02.563693>, 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 2.0.dev76+g382ec4c12', date=<Time object: scale='utc' format='datetime' value=2024-11-25 15:59:06.420043>, 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.

 

diff --git a/docs/dev/api/gammapy.datasets.MapDatasetOnOff.html b/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 83d65a7f6db..1c0847d35ee 100644
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diff --git a/docs/dev/api/gammapy.datasets.OGIPDatasetWriter.html b/docs/dev/api/gammapy.datasets.OGIPDatasetWriter.html
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diff --git a/docs/dev/api/gammapy.datasets.ObservationEventSampler.html b/docs/dev/api/gammapy.datasets.ObservationEventSampler.html
index d49053cdf6b..2f69fe3f669 100644
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diff --git a/docs/dev/api/gammapy.datasets.SpectrumDataset.html b/docs/dev/api/gammapy.datasets.SpectrumDataset.html
index 7c7b47fa6e4..16e470d62e6 100644
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diff --git a/docs/dev/api/gammapy.datasets.SpectrumDatasetOnOff.html b/docs/dev/api/gammapy.datasets.SpectrumDatasetOnOff.html
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diff --git a/docs/dev/api/gammapy.datasets.apply_edisp.html b/docs/dev/api/gammapy.datasets.apply_edisp.html
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@@ -70,7 +70,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.datasets.create_empty_map_dataset_from_irfs.html b/docs/dev/api/gammapy.datasets.create_empty_map_dataset_from_irfs.html
index ed292da8c67..1a19751d301 100644
--- a/docs/dev/api/gammapy.datasets.create_empty_map_dataset_from_irfs.html
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@@ -70,7 +70,7 @@
     
   
   
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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 e05c30c00b2..02488865492 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
@@ -70,7 +70,7 @@
     
   
   
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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 0bbd9f399a1..e99d8ef2e04 100644
--- a/docs/dev/api/gammapy.datasets.create_map_dataset_geoms.html
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@@ -70,7 +70,7 @@
     
   
   
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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 40ed8d4bf76..ace95f3a860 100644
--- a/docs/dev/api/gammapy.datasets.split_dataset.html
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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 cac5f20ea53..f815f5600ef 100644
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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 aa7269d6750..b9f125db062 100644
--- a/docs/dev/api/gammapy.datasets.utils.split_dataset.html
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diff --git a/docs/dev/api/gammapy.estimators.ASmoothMapEstimator.html b/docs/dev/api/gammapy.estimators.ASmoothMapEstimator.html
index 7cf0a2fc386..3f85237e325 100644
--- a/docs/dev/api/gammapy.estimators.ASmoothMapEstimator.html
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@@ -70,7 +70,7 @@
     
   
   
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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 149cb4b39fe..e8d98596c99 100644
--- a/docs/dev/api/gammapy.estimators.ESTIMATOR_REGISTRY.html
+++ b/docs/dev/api/gammapy.estimators.ESTIMATOR_REGISTRY.html
@@ -70,7 +70,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.estimators.EnergyDependentMorphologyEstimator.html b/docs/dev/api/gammapy.estimators.EnergyDependentMorphologyEstimator.html
index 328ae6d18da..b37e8f011cf 100644
--- a/docs/dev/api/gammapy.estimators.EnergyDependentMorphologyEstimator.html
+++ b/docs/dev/api/gammapy.estimators.EnergyDependentMorphologyEstimator.html
@@ -70,7 +70,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.estimators.Estimator.html b/docs/dev/api/gammapy.estimators.Estimator.html
index a387b8b1b8c..8315eff3293 100644
--- a/docs/dev/api/gammapy.estimators.Estimator.html
+++ b/docs/dev/api/gammapy.estimators.Estimator.html
@@ -70,7 +70,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.estimators.ExcessMapEstimator.html b/docs/dev/api/gammapy.estimators.ExcessMapEstimator.html
index 542bfb2f0db..7dfa9d728b0 100644
--- a/docs/dev/api/gammapy.estimators.ExcessMapEstimator.html
+++ b/docs/dev/api/gammapy.estimators.ExcessMapEstimator.html
@@ -70,7 +70,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.estimators.FluxMaps.html b/docs/dev/api/gammapy.estimators.FluxMaps.html
index 92867cf24cb..7e16d47b3b6 100644
--- a/docs/dev/api/gammapy.estimators.FluxMaps.html
+++ b/docs/dev/api/gammapy.estimators.FluxMaps.html
@@ -71,7 +71,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.estimators.FluxMetaData.html b/docs/dev/api/gammapy.estimators.FluxMetaData.html
index 4075581c2e8..bd25e01533e 100644
--- a/docs/dev/api/gammapy.estimators.FluxMetaData.html
+++ b/docs/dev/api/gammapy.estimators.FluxMetaData.html
@@ -70,7 +70,7 @@
     
   
   
-  
+  
     
   
   
@@ -545,7 +545,7 @@
 
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 2.0.dev67+gce94f18ca', date=<Time object: scale='utc' format='datetime' value=2024-11-25 14:56:02.610852>, 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 2.0.dev76+g382ec4c12', date=<Time object: scale='utc' format='datetime' value=2024-11-25 15:59:06.465951>, origin=None), optional: dict | None = None)[source]#
 
Bases: MetaData

 
Metadata containing information about the FluxPoints and FluxMaps.

 

diff --git a/docs/dev/api/gammapy.estimators.FluxPoints.html b/docs/dev/api/gammapy.estimators.FluxPoints.html
index 0b892863355..28533b2d2e0 100644
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diff --git a/docs/dev/api/gammapy.estimators.FluxPointsEstimator.html b/docs/dev/api/gammapy.estimators.FluxPointsEstimator.html
index 51acbe7a389..3f0143ed709 100644
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diff --git a/docs/dev/api/gammapy.estimators.FluxProfileEstimator.html b/docs/dev/api/gammapy.estimators.FluxProfileEstimator.html
index f9850648212..ceeaa2034a0 100644
--- a/docs/dev/api/gammapy.estimators.FluxProfileEstimator.html
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@@ -70,7 +70,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.estimators.ImageProfile.html b/docs/dev/api/gammapy.estimators.ImageProfile.html
index ec2f348e1e6..d593bab308f 100644
--- a/docs/dev/api/gammapy.estimators.ImageProfile.html
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diff --git a/docs/dev/api/gammapy.estimators.ImageProfileEstimator.html b/docs/dev/api/gammapy.estimators.ImageProfileEstimator.html
index 21e47bb291d..1577d6e3232 100644
--- a/docs/dev/api/gammapy.estimators.ImageProfileEstimator.html
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diff --git a/docs/dev/api/gammapy.estimators.LightCurveEstimator.html b/docs/dev/api/gammapy.estimators.LightCurveEstimator.html
index 6e895f21636..f39e9a84bf5 100644
--- a/docs/dev/api/gammapy.estimators.LightCurveEstimator.html
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diff --git a/docs/dev/api/gammapy.estimators.ParameterEstimator.html b/docs/dev/api/gammapy.estimators.ParameterEstimator.html
index beae56d0807..5042f479a31 100644
--- a/docs/dev/api/gammapy.estimators.ParameterEstimator.html
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diff --git a/docs/dev/api/gammapy.estimators.SensitivityEstimator.html b/docs/dev/api/gammapy.estimators.SensitivityEstimator.html
index 213df210e9f..a0fac6939d6 100644
--- a/docs/dev/api/gammapy.estimators.SensitivityEstimator.html
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@@ -70,7 +70,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.estimators.TSMapEstimator.html b/docs/dev/api/gammapy.estimators.TSMapEstimator.html
index 23dd82acfce..d496b21544e 100644
--- a/docs/dev/api/gammapy.estimators.TSMapEstimator.html
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diff --git a/docs/dev/api/gammapy.estimators.utils.combine_flux_maps.html b/docs/dev/api/gammapy.estimators.utils.combine_flux_maps.html
index 732087b0cc6..b478a73cb41 100644
--- a/docs/dev/api/gammapy.estimators.utils.combine_flux_maps.html
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diff --git a/docs/dev/api/gammapy.estimators.utils.combine_significance_maps.html b/docs/dev/api/gammapy.estimators.utils.combine_significance_maps.html
index 6b95e1771f3..3de8a6c27ed 100644
--- a/docs/dev/api/gammapy.estimators.utils.combine_significance_maps.html
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@@ -70,7 +70,7 @@
     
   
   
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diff --git a/docs/dev/api/gammapy.estimators.utils.compute_lightcurve_discrete_correlation.html b/docs/dev/api/gammapy.estimators.utils.compute_lightcurve_discrete_correlation.html
index 3aafae73198..b67f1c06cbe 100644
--- a/docs/dev/api/gammapy.estimators.utils.compute_lightcurve_discrete_correlation.html
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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 2548e4d1582..49032f76f11 100644
--- a/docs/dev/api/gammapy.estimators.utils.compute_lightcurve_doublingtime.html
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@@ -70,7 +70,7 @@
     
   
   
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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 7f7aea46dfb..e44afa2c4a3 100644
--- a/docs/dev/api/gammapy.estimators.utils.compute_lightcurve_fpp.html
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@@ -70,7 +70,7 @@
     
   
   
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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 377282f389b..307abbbcaec 100644
--- a/docs/dev/api/gammapy.estimators.utils.compute_lightcurve_fvar.html
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@@ -70,7 +70,7 @@
     
   
   
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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 2d93fdc2df1..f981cb8403a 100644
--- a/docs/dev/api/gammapy.estimators.utils.estimate_exposure_reco_energy.html
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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 b2e4a7c1b60..02158703602 100644
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@@ -70,7 +70,7 @@
     
   
   
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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 f6a362e28cf..ee7d3a50255 100644
--- a/docs/dev/api/gammapy.estimators.utils.find_peaks_in_flux_map.html
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diff --git a/docs/dev/api/gammapy.estimators.utils.get_combined_flux_maps.html b/docs/dev/api/gammapy.estimators.utils.get_combined_flux_maps.html
index 91f3f02553a..19991656b11 100644
--- a/docs/dev/api/gammapy.estimators.utils.get_combined_flux_maps.html
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@@ -70,7 +70,7 @@
     
   
   
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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 ce637085d16..364ea621eea 100644
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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 54e844bed73..a5a5cd4d128 100644
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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 e98a2c9b5e8..9ad67db2c0b 100644
--- a/docs/dev/api/gammapy.estimators.utils.resample_energy_edges.html
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diff --git a/docs/dev/api/gammapy.irf.Background2D.html b/docs/dev/api/gammapy.irf.Background2D.html
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diff --git a/docs/dev/api/gammapy.irf.Background3D.html b/docs/dev/api/gammapy.irf.Background3D.html
index 94d38a4e31f..97534de5cdd 100644
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diff --git a/docs/dev/api/gammapy.irf.EDispKernel.html b/docs/dev/api/gammapy.irf.EDispKernel.html
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diff --git a/docs/dev/api/gammapy.irf.EffectiveAreaTable2D.html b/docs/dev/api/gammapy.irf.EffectiveAreaTable2D.html
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diff --git a/docs/dev/api/gammapy.irf.IRF_REGISTRY.html b/docs/dev/api/gammapy.irf.IRF_REGISTRY.html
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diff --git a/docs/dev/api/gammapy.irf.PSF3D.html b/docs/dev/api/gammapy.irf.PSF3D.html
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diff --git a/docs/dev/api/gammapy.irf.PSFKernel.html b/docs/dev/api/gammapy.irf.PSFKernel.html
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diff --git a/docs/dev/api/gammapy.irf.PSFKing.html b/docs/dev/api/gammapy.irf.PSFKing.html
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diff --git a/docs/dev/api/gammapy.irf.PSFMap.html b/docs/dev/api/gammapy.irf.PSFMap.html
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diff --git a/docs/dev/api/gammapy.irf.ParametricPSF.html b/docs/dev/api/gammapy.irf.ParametricPSF.html
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diff --git a/docs/dev/api/gammapy.irf.RadMax2D.html b/docs/dev/api/gammapy.irf.RadMax2D.html
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diff --git a/docs/dev/api/gammapy.irf.RecoPSFMap.html b/docs/dev/api/gammapy.irf.RecoPSFMap.html
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Gammapy#

-
Date: Nov 25, 2024 Version: 2.0.dev67+gce94f18ca

+
Date: Nov 25, 2024 Version: 2.0.dev76+g382ec4c12

 
Useful links:
 Web page |
 Recipes  |
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"api/gammapy.estimators.Estimator", "api/gammapy.estimators.ExcessMapEstimator", "api/gammapy.estimators.FluxMaps", "api/gammapy.estimators.FluxMetaData", "api/gammapy.estimators.FluxPoints", "api/gammapy.estimators.FluxPointsEstimator", "api/gammapy.estimators.FluxProfileEstimator", "api/gammapy.estimators.ImageProfile", "api/gammapy.estimators.ImageProfileEstimator", "api/gammapy.estimators.LightCurveEstimator", "api/gammapy.estimators.ParameterEstimator", "api/gammapy.estimators.SensitivityEstimator", "api/gammapy.estimators.TSMapEstimator", "api/gammapy.estimators.utils.combine_flux_maps", "api/gammapy.estimators.utils.combine_significance_maps", "api/gammapy.estimators.utils.compute_lightcurve_discrete_correlation", "api/gammapy.estimators.utils.compute_lightcurve_doublingtime", "api/gammapy.estimators.utils.compute_lightcurve_fpp", "api/gammapy.estimators.utils.compute_lightcurve_fvar", "api/gammapy.estimators.utils.estimate_exposure_reco_energy", "api/gammapy.estimators.utils.find_peaks", "api/gammapy.estimators.utils.find_peaks_in_flux_map", "api/gammapy.estimators.utils.get_combined_flux_maps", "api/gammapy.estimators.utils.get_combined_significance_maps", "api/gammapy.estimators.utils.get_rebinned_axis", "api/gammapy.estimators.utils.resample_energy_edges", "api/gammapy.irf.Background2D", "api/gammapy.irf.Background3D", "api/gammapy.irf.BackgroundIRF", "api/gammapy.irf.EDispKernel", "api/gammapy.irf.EDispKernelMap", "api/gammapy.irf.EDispMap", "api/gammapy.irf.EffectiveAreaTable2D", "api/gammapy.irf.EnergyDependentMultiGaussPSF", "api/gammapy.irf.EnergyDispersion2D", "api/gammapy.irf.FoVAlignment", "api/gammapy.irf.IRF", "api/gammapy.irf.IRFMap", "api/gammapy.irf.IRF_REGISTRY", "api/gammapy.irf.PSF3D", "api/gammapy.irf.PSFKernel", "api/gammapy.irf.PSFKing", "api/gammapy.irf.PSFMap", "api/gammapy.irf.ParametricPSF", "api/gammapy.irf.RadMax2D", "api/gammapy.irf.RecoPSFMap", "api/gammapy.irf.load_irf_dict_from_file", "api/gammapy.makers.AdaptiveRingBackgroundMaker", "api/gammapy.makers.DatasetsMaker", "api/gammapy.makers.FoVBackgroundMaker", "api/gammapy.makers.MAKER_REGISTRY", "api/gammapy.makers.Maker", "api/gammapy.makers.MapDatasetMaker", "api/gammapy.makers.PhaseBackgroundMaker", "api/gammapy.makers.ReflectedRegionsBackgroundMaker", "api/gammapy.makers.ReflectedRegionsFinder", "api/gammapy.makers.RegionsFinder", "api/gammapy.makers.RingBackgroundMaker", "api/gammapy.makers.SafeMaskMaker", "api/gammapy.makers.SpectrumDatasetMaker", "api/gammapy.makers.WobbleRegionsFinder", "api/gammapy.makers.utils.make_counts_rad_max", "api/gammapy.makers.utils.make_edisp_kernel_map", "api/gammapy.makers.utils.make_edisp_map", "api/gammapy.makers.utils.make_effective_livetime_map", "api/gammapy.makers.utils.make_map_background_irf", "api/gammapy.makers.utils.make_map_exposure_true_energy", "api/gammapy.makers.utils.make_observation_time_map", "api/gammapy.makers.utils.make_psf_map", "api/gammapy.makers.utils.make_theta_squared_table", "api/gammapy.maps.Geom", "api/gammapy.maps.HpxGeom", "api/gammapy.maps.HpxMap", "api/gammapy.maps.HpxNDMap", "api/gammapy.maps.LabelMapAxis", "api/gammapy.maps.Map", "api/gammapy.maps.MapAxes", "api/gammapy.maps.MapAxis", "api/gammapy.maps.MapCoord", "api/gammapy.maps.Maps", "api/gammapy.maps.RegionGeom", "api/gammapy.maps.RegionNDMap", "api/gammapy.maps.TimeMapAxis", "api/gammapy.maps.WcsGeom", "api/gammapy.maps.WcsMap", "api/gammapy.maps.WcsNDMap", "api/gammapy.maps.containment_radius", "api/gammapy.maps.containment_region", "api/gammapy.modeling.Covariance", "api/gammapy.modeling.CovarianceResult", "api/gammapy.modeling.Fit", "api/gammapy.modeling.FitResult", "api/gammapy.modeling.OptimizeResult", "api/gammapy.modeling.Parameter", "api/gammapy.modeling.Parameters", "api/gammapy.modeling.PriorParameter", "api/gammapy.modeling.PriorParameters", "api/gammapy.modeling.models.BrokenPowerLawSpectralModel", "api/gammapy.modeling.models.CompoundSpectralModel", "api/gammapy.modeling.models.ConstantFluxSpatialModel", "api/gammapy.modeling.models.ConstantSpatialModel", "api/gammapy.modeling.models.ConstantSpectralModel", "api/gammapy.modeling.models.ConstantTemporalModel", "api/gammapy.modeling.models.DatasetModels", "api/gammapy.modeling.models.DiskSpatialModel", "api/gammapy.modeling.models.EBLAbsorptionNormSpectralModel", "api/gammapy.modeling.models.EBL_DATA_BUILTIN", "api/gammapy.modeling.models.ExpCutoffPowerLaw3FGLSpectralModel", "api/gammapy.modeling.models.ExpCutoffPowerLawNormSpectralModel", "api/gammapy.modeling.models.ExpCutoffPowerLawSpectralModel", "api/gammapy.modeling.models.ExpDecayTemporalModel", "api/gammapy.modeling.models.FoVBackgroundModel", "api/gammapy.modeling.models.GaussianPrior", "api/gammapy.modeling.models.GaussianSpatialModel", "api/gammapy.modeling.models.GaussianSpectralModel", "api/gammapy.modeling.models.GaussianTemporalModel", "api/gammapy.modeling.models.GeneralizedGaussianSpatialModel", "api/gammapy.modeling.models.GeneralizedGaussianTemporalModel", "api/gammapy.modeling.models.LightCurveTemplateTemporalModel", "api/gammapy.modeling.models.LinearTemporalModel", "api/gammapy.modeling.models.LogParabolaNormSpectralModel", "api/gammapy.modeling.models.LogParabolaSpectralModel", "api/gammapy.modeling.models.MODEL_REGISTRY", "api/gammapy.modeling.models.MeyerCrabSpectralModel", "api/gammapy.modeling.models.Model", "api/gammapy.modeling.models.ModelBase", "api/gammapy.modeling.models.Models", "api/gammapy.modeling.models.NaimaSpectralModel", "api/gammapy.modeling.models.PiecewiseNormSpatialModel", "api/gammapy.modeling.models.PiecewiseNormSpectralModel", "api/gammapy.modeling.models.PointSpatialModel", "api/gammapy.modeling.models.PowerLaw2SpectralModel", "api/gammapy.modeling.models.PowerLawNormSpectralModel", "api/gammapy.modeling.models.PowerLawSpectralModel", "api/gammapy.modeling.models.PowerLawTemporalModel", "api/gammapy.modeling.models.Prior", "api/gammapy.modeling.models.SPATIAL_MODEL_REGISTRY", "api/gammapy.modeling.models.SPECTRAL_MODEL_REGISTRY", "api/gammapy.modeling.models.ScaleSpectralModel", "api/gammapy.modeling.models.Shell2SpatialModel", "api/gammapy.modeling.models.ShellSpatialModel", "api/gammapy.modeling.models.SineTemporalModel", "api/gammapy.modeling.models.SkyModel", "api/gammapy.modeling.models.SmoothBrokenPowerLawSpectralModel", "api/gammapy.modeling.models.SpatialModel", "api/gammapy.modeling.models.SpectralModel", "api/gammapy.modeling.models.SuperExpCutoffPowerLaw3FGLSpectralModel", "api/gammapy.modeling.models.SuperExpCutoffPowerLaw4FGLDR3SpectralModel", "api/gammapy.modeling.models.SuperExpCutoffPowerLaw4FGLSpectralModel", "api/gammapy.modeling.models.TEMPORAL_MODEL_REGISTRY", "api/gammapy.modeling.models.TemplateNDSpatialModel", "api/gammapy.modeling.models.TemplateNDSpectralModel", "api/gammapy.modeling.models.TemplateNPredModel", "api/gammapy.modeling.models.TemplatePhaseCurveTemporalModel", "api/gammapy.modeling.models.TemplateSpatialModel", "api/gammapy.modeling.models.TemplateSpectralModel", "api/gammapy.modeling.models.TemporalModel", "api/gammapy.modeling.models.UniformPrior", "api/gammapy.modeling.models.create_cosmic_ray_spectral_model", "api/gammapy.modeling.models.create_crab_spectral_model", "api/gammapy.modeling.models.create_fermi_isotropic_diffuse_model", "api/gammapy.modeling.models.integrate_spectrum", "api/gammapy.modeling.models.read_hermes_cube", "api/gammapy.modeling.models.scale_plot_flux", "api/gammapy.modeling.models.utils.read_hermes_cube", "api/gammapy.modeling.select_nested_models", "api/gammapy.modeling.stat_profile_ul_scipy", "api/gammapy.stats.CashCountsStatistic", "api/gammapy.stats.TimmerKonig_lightcurve_simulator", "api/gammapy.stats.WStatCountsStatistic", "api/gammapy.stats.cash", "api/gammapy.stats.cash_sum_cython", "api/gammapy.stats.compute_chisq", "api/gammapy.stats.compute_flux_doubling", "api/gammapy.stats.compute_fpp", "api/gammapy.stats.compute_fvar", "api/gammapy.stats.cstat", "api/gammapy.stats.discrete_correlation", "api/gammapy.stats.f_cash_root_cython", "api/gammapy.stats.get_wstat_gof_terms", "api/gammapy.stats.get_wstat_mu_bkg", "api/gammapy.stats.norm_bounds_cython", "api/gammapy.stats.structure_function", "api/gammapy.stats.wstat", "api/gammapy.utils.cluster.hierarchical_clustering", "api/gammapy.utils.cluster.standard_scaler", "api/gammapy.utils.coordinates.D_SUN_TO_GALACTIC_CENTER", "api/gammapy.utils.coordinates.cartesian", "api/gammapy.utils.coordinates.fov_to_sky", "api/gammapy.utils.coordinates.galactic", "api/gammapy.utils.coordinates.motion_since_birth", "api/gammapy.utils.coordinates.polar", "api/gammapy.utils.coordinates.sky_to_fov", "api/gammapy.utils.coordinates.velocity_glon_glat", "api/gammapy.utils.fits.HDULocation", "api/gammapy.utils.fits.LazyFitsData", "api/gammapy.utils.fits.earth_location_from_dict", "api/gammapy.utils.integrate.trapz_loglog", "api/gammapy.utils.interpolation.ScaledRegularGridInterpolator", "api/gammapy.utils.interpolation.interpolate_profile", "api/gammapy.utils.interpolation.interpolation_scale", "api/gammapy.utils.parallel.BACKEND_DEFAULT", "api/gammapy.utils.parallel.METHOD_DEFAULT", "api/gammapy.utils.parallel.METHOD_KWARGS_DEFAULT", "api/gammapy.utils.parallel.N_JOBS_DEFAULT", "api/gammapy.utils.parallel.POOL_KWARGS_DEFAULT", "api/gammapy.utils.parallel.multiprocessing_manager", "api/gammapy.utils.parallel.run_multiprocessing", "api/gammapy.utils.random.InverseCDFSampler", "api/gammapy.utils.random.draw", "api/gammapy.utils.random.get_random_state", "api/gammapy.utils.random.normalize", "api/gammapy.utils.random.pdf", "api/gammapy.utils.random.sample_powerlaw", "api/gammapy.utils.random.sample_sphere", "api/gammapy.utils.random.sample_sphere_distance", "api/gammapy.utils.random.sample_times", "api/gammapy.utils.regions.compound_region_to_regions", "api/gammapy.utils.regions.make_concentric_annulus_sky_regions", "api/gammapy.utils.regions.make_orthogonal_rectangle_sky_regions", "api/gammapy.utils.regions.region_to_frame", "api/gammapy.utils.regions.regions_to_compound_region", "api/gammapy.utils.scripts.from_yaml", "api/gammapy.utils.scripts.get_images_paths", "api/gammapy.utils.scripts.make_path", "api/gammapy.utils.scripts.read_yaml", "api/gammapy.utils.scripts.recursive_merge_dicts", "api/gammapy.utils.scripts.to_yaml", "api/gammapy.utils.scripts.write_yaml", "api/gammapy.utils.table.hstack_columns", "api/gammapy.utils.table.table_row_to_dict", "api/gammapy.utils.table.table_standardise_units_copy", "api/gammapy.utils.table.table_standardise_units_inplace", "api/gammapy.utils.testing.Checker", "api/gammapy.utils.testing.assert_quantity_allclose", "api/gammapy.utils.testing.assert_skycoord_allclose", "api/gammapy.utils.testing.assert_time_allclose", "api/gammapy.utils.testing.mpl_plot_check", "api/gammapy.utils.testing.requires_data", "api/gammapy.utils.testing.requires_dependency", "api/gammapy.utils.time.absolute_time", "api/gammapy.utils.time.time_ref_from_dict", "api/gammapy.utils.time.time_ref_to_dict", "api/gammapy.utils.time.time_relative_to_ref", "api/gammapy.utils.units.standardise_unit", "api/gammapy.utils.units.unit_from_fits_image_hdu", "api/gammapy.visualization.MapPanelPlotter", "api/gammapy.visualization.add_colorbar", "api/gammapy.visualization.annotate_heatmap", "api/gammapy.visualization.colormap_hess", "api/gammapy.visualization.colormap_milagro", "api/gammapy.visualization.plot_contour_line", "api/gammapy.visualization.plot_distribution", "api/gammapy.visualization.plot_heatmap", "api/gammapy.visualization.plot_map_rgb", "api/gammapy.visualization.plot_npred_signal", "api/gammapy.visualization.plot_spectrum_datasets_off_regions", "api/gammapy.visualization.plot_theta_squared_table", "development/dependencies", "development/dev_howto", "development/doc_howto", "development/index", "development/intro", "development/pigs/index", "development/pigs/pig-001", "development/pigs/pig-002", "development/pigs/pig-003", "development/pigs/pig-004", "development/pigs/pig-005", "development/pigs/pig-006", "development/pigs/pig-007", "development/pigs/pig-008", "development/pigs/pig-009", "development/pigs/pig-010", "development/pigs/pig-011", "development/pigs/pig-012", "development/pigs/pig-013", "development/pigs/pig-014", "development/pigs/pig-016", "development/pigs/pig-018", "development/pigs/pig-019", "development/pigs/pig-020", "development/pigs/pig-021", "development/pigs/pig-022", "development/pigs/pig-023", "development/pigs/pig-024", "development/pigs/pig-025", "development/pigs/pig-026", "development/release", "development/setup", "getting-started/environments", "getting-started/index", "getting-started/install", "getting-started/quickstart", "getting-started/troubleshooting", "getting-started/usage", "index", "release-notes/index", "release-notes/v0.1", "release-notes/v0.10", "release-notes/v0.11", "release-notes/v0.12", "release-notes/v0.13", "release-notes/v0.14", "release-notes/v0.15", "release-notes/v0.16", "release-notes/v0.17", "release-notes/v0.18", "release-notes/v0.18.1", "release-notes/v0.18.2", "release-notes/v0.19", "release-notes/v0.2", "release-notes/v0.20", "release-notes/v0.20.1", "release-notes/v0.3", "release-notes/v0.4", "release-notes/v0.5", "release-notes/v0.6", "release-notes/v0.7", "release-notes/v0.8", "release-notes/v0.9", "release-notes/v1.0", "release-notes/v1.0.1", "release-notes/v1.0.2", "release-notes/v1.1", "release-notes/v1.2", "release-notes/v1.3", "release-notes/v2.0", "sg_execution_times", "tutorials/analysis-1d/cta_sensitivity", "tutorials/analysis-1d/ebl", "tutorials/analysis-1d/extended_source_spectral_analysis", "tutorials/analysis-1d/sed_fitting", "tutorials/analysis-1d/sg_execution_times", "tutorials/analysis-1d/spectral_analysis", "tutorials/analysis-1d/spectral_analysis_hli", "tutorials/analysis-1d/spectral_analysis_rad_max", "tutorials/analysis-1d/spectrum_simulation", "tutorials/analysis-2d/detect", "tutorials/analysis-2d/modeling_2D", "tutorials/analysis-2d/ring_background", "tutorials/analysis-2d/sg_execution_times", "tutorials/analysis-3d/analysis_3d", "tutorials/analysis-3d/analysis_mwl", "tutorials/analysis-3d/cta_data_analysis", "tutorials/analysis-3d/energy_dependent_estimation", "tutorials/analysis-3d/event_sampling", "tutorials/analysis-3d/event_sampling_nrg_depend_models", "tutorials/analysis-3d/flux_profiles", "tutorials/analysis-3d/sg_execution_times", "tutorials/analysis-3d/simulate_3d", "tutorials/analysis-time/light_curve", "tutorials/analysis-time/light_curve_flare", "tutorials/analysis-time/light_curve_simulation", "tutorials/analysis-time/pulsar_analysis", "tutorials/analysis-time/sg_execution_times", "tutorials/analysis-time/time_resolved_spectroscopy", "tutorials/analysis-time/variability_estimation", "tutorials/api/astro_dark_matter", "tutorials/api/catalog", "tutorials/api/datasets", "tutorials/api/estimators", "tutorials/api/fitting", "tutorials/api/irfs", "tutorials/api/makers", "tutorials/api/maps", "tutorials/api/mask_maps", "tutorials/api/model_management", "tutorials/api/models", "tutorials/api/observation_clustering", "tutorials/api/priors", "tutorials/api/sg_execution_times", "tutorials/data/cta", "tutorials/data/fermi_lat", "tutorials/data/hawc", "tutorials/data/hess", "tutorials/data/sg_execution_times", "tutorials/index", "tutorials/scripts/sg_execution_times", "tutorials/scripts/survey_map", "tutorials/sg_execution_times", "tutorials/starting/analysis_1", "tutorials/starting/analysis_2", "tutorials/starting/overview", "tutorials/starting/sg_execution_times", "user-guide/astro/darkmatter/index", "user-guide/astro/index", "user-guide/astro/population/index", "user-guide/astro/source/index", "user-guide/astro/source/pulsar", "user-guide/astro/source/pwn", "user-guide/astro/source/snr", "user-guide/catalog", "user-guide/datasets/index", "user-guide/dl3", "user-guide/estimators", "user-guide/hli", "user-guide/howto", "user-guide/index", "user-guide/irf/aeff", "user-guide/irf/bkg", "user-guide/irf/edisp", "user-guide/irf/index", "user-guide/irf/psf", "user-guide/makers/fov", "user-guide/makers/index", "user-guide/makers/reflected", "user-guide/makers/ring", "user-guide/maps/hpxmap", "user-guide/maps/index", "user-guide/maps/regionmap", "user-guide/model-gallery/index", "user-guide/model-gallery/sg_execution_times", "user-guide/model-gallery/spatial/plot_constant", "user-guide/model-gallery/spatial/plot_disk", "user-guide/model-gallery/spatial/plot_gauss", "user-guide/model-gallery/spatial/plot_gen_gauss", "user-guide/model-gallery/spatial/plot_piecewise_norm_spatial", "user-guide/model-gallery/spatial/plot_point", 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"gammapy.estimators.FluxMaps.iter_by_axis", false]], "iter_by_axis() (gammapy.estimators.fluxpoints method)": [[125, "gammapy.estimators.FluxPoints.iter_by_axis", false]], "iter_by_axis() (gammapy.maps.hpxmap method)": [[193, "gammapy.maps.HpxMap.iter_by_axis", false]], "iter_by_axis() (gammapy.maps.hpxndmap method)": [[194, "gammapy.maps.HpxNDMap.iter_by_axis", false]], "iter_by_axis() (gammapy.maps.map method)": [[196, "gammapy.maps.Map.iter_by_axis", false]], "iter_by_axis() (gammapy.maps.regionndmap method)": [[202, "gammapy.maps.RegionNDMap.iter_by_axis", false]], "iter_by_axis() (gammapy.maps.wcsmap method)": [[205, "gammapy.maps.WcsMap.iter_by_axis", false]], "iter_by_axis() (gammapy.maps.wcsndmap method)": [[206, "gammapy.maps.WcsNDMap.iter_by_axis", false]], "iter_by_axis_data() (gammapy.maps.regionndmap method)": [[202, "gammapy.maps.RegionNDMap.iter_by_axis_data", false]], "iter_by_edges (gammapy.maps.mapaxis attribute)": [[198, "gammapy.maps.MapAxis.iter_by_edges", false]], "iter_by_edges (gammapy.maps.timemapaxis attribute)": [[203, "gammapy.maps.TimeMapAxis.iter_by_edges", false]], "iter_by_image() (gammapy.maps.hpxmap method)": [[193, "gammapy.maps.HpxMap.iter_by_image", false]], "iter_by_image() (gammapy.maps.hpxndmap method)": [[194, "gammapy.maps.HpxNDMap.iter_by_image", false]], "iter_by_image() (gammapy.maps.map method)": [[196, "gammapy.maps.Map.iter_by_image", false]], "iter_by_image() (gammapy.maps.regionndmap method)": [[202, "gammapy.maps.RegionNDMap.iter_by_image", false]], "iter_by_image() (gammapy.maps.wcsmap method)": [[205, "gammapy.maps.WcsMap.iter_by_image", false]], "iter_by_image() (gammapy.maps.wcsndmap method)": [[206, "gammapy.maps.WcsNDMap.iter_by_image", false]], "iter_by_image_data() (gammapy.maps.hpxmap method)": [[193, "gammapy.maps.HpxMap.iter_by_image_data", false]], "iter_by_image_data() (gammapy.maps.hpxndmap method)": [[194, "gammapy.maps.HpxNDMap.iter_by_image_data", false]], "iter_by_image_data() (gammapy.maps.map 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"gammapy.data.EventListMetaData.json", false]], "json() (gammapy.data.observationmetadata method)": [[90, "gammapy.data.ObservationMetaData.json", false]], "json() (gammapy.datasets.mapdatasetmetadata method)": [[104, "gammapy.datasets.MapDatasetMetaData.json", false]], "json() (gammapy.estimators.fluxmetadata method)": [[124, "gammapy.estimators.FluxMetaData.json", false]], "k (gammapy.astro.population.faucherspiral attribute)": [[33, "gammapy.astro.population.FaucherSpiral.k", false]], "keep_columns() (gammapy.data.hduindextable method)": [[87, "gammapy.data.HDUIndexTable.keep_columns", false]], "keep_columns() (gammapy.data.observationtable method)": [[91, "gammapy.data.ObservationTable.keep_columns", false]], "kernel() (gammapy.makers.ringbackgroundmaker method)": [[178, "gammapy.makers.RingBackgroundMaker.kernel", false]], "kernels() (gammapy.makers.adaptiveringbackgroundmaker method)": [[168, "gammapy.makers.AdaptiveRingBackgroundMaker.kernels", false]], "keys() 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"gammapy.modeling.models.DiskSpatialModel.lat_0", false]], "lat_0 (gammapy.modeling.models.gaussianspatialmodel attribute)": [[234, "gammapy.modeling.models.GaussianSpatialModel.lat_0", false]], "lat_0 (gammapy.modeling.models.generalizedgaussianspatialmodel attribute)": [[237, "gammapy.modeling.models.GeneralizedGaussianSpatialModel.lat_0", false]], "lat_0 (gammapy.modeling.models.pointspatialmodel attribute)": [[251, "gammapy.modeling.models.PointSpatialModel.lat_0", false]], "lat_0 (gammapy.modeling.models.shell2spatialmodel attribute)": [[260, "gammapy.modeling.models.Shell2SpatialModel.lat_0", false]], "lat_0 (gammapy.modeling.models.shellspatialmodel attribute)": [[261, "gammapy.modeling.models.ShellSpatialModel.lat_0", false]], "lat_0 (gammapy.modeling.models.templatespatialmodel attribute)": [[275, "gammapy.modeling.models.TemplateSpatialModel.lat_0", false]], "lazyfitsdata (class in gammapy.utils.fits)": [[316, "gammapy.utils.fits.LazyFitsData", false]], 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attribute)": [[91, "gammapy.data.ObservationTable.loc", false]], "loc_indices (gammapy.data.hduindextable attribute)": [[87, "gammapy.data.HDUIndexTable.loc_indices", false]], "loc_indices (gammapy.data.observationtable attribute)": [[91, "gammapy.data.ObservationTable.loc_indices", false]], "local_density (gammapy.astro.darkmatter.burkertprofile attribute)": [[17, "gammapy.astro.darkmatter.BurkertProfile.LOCAL_DENSITY", false]], "local_density (gammapy.astro.darkmatter.dmprofile attribute)": [[18, "gammapy.astro.darkmatter.DMProfile.LOCAL_DENSITY", false]], "local_density (gammapy.astro.darkmatter.einastoprofile attribute)": [[21, "gammapy.astro.darkmatter.EinastoProfile.LOCAL_DENSITY", false]], "local_density (gammapy.astro.darkmatter.isothermalprofile attribute)": [[22, "gammapy.astro.darkmatter.IsothermalProfile.LOCAL_DENSITY", false]], "local_density (gammapy.astro.darkmatter.mooreprofile attribute)": [[24, "gammapy.astro.darkmatter.MooreProfile.LOCAL_DENSITY", false]], "local_density (gammapy.astro.darkmatter.nfwprofile attribute)": [[25, "gammapy.astro.darkmatter.NFWProfile.LOCAL_DENSITY", false]], "local_density (gammapy.astro.darkmatter.zhaoprofile attribute)": [[27, "gammapy.astro.darkmatter.ZhaoProfile.LOCAL_DENSITY", false]], "local_to_global() (gammapy.maps.hpxgeom method)": [[192, "gammapy.maps.HpxGeom.local_to_global", false]], "location (gammapy.data.pointinginfo attribute)": [[94, "gammapy.data.PointingInfo.location", false]], "location_info() (gammapy.data.hduindextable method)": [[87, "gammapy.data.HDUIndexTable.location_info", false]], "logparabolanormspectralmodel (class in gammapy.modeling.models)": [[241, "gammapy.modeling.models.LogParabolaNormSpectralModel", false]], "logparabolaspectralmodel (class in gammapy.modeling.models)": [[242, "gammapy.modeling.models.LogParabolaSpectralModel", false]], "logspiral (class in gammapy.astro.population)": [[34, "gammapy.astro.population.LogSpiral", false]], "lon (gammapy.maps.mapcoord attribute)": [[199, "gammapy.maps.MapCoord.lon", false]], "lon_0 (gammapy.modeling.models.diskspatialmodel attribute)": [[225, "gammapy.modeling.models.DiskSpatialModel.lon_0", false]], "lon_0 (gammapy.modeling.models.gaussianspatialmodel attribute)": [[234, "gammapy.modeling.models.GaussianSpatialModel.lon_0", false]], "lon_0 (gammapy.modeling.models.generalizedgaussianspatialmodel attribute)": [[237, "gammapy.modeling.models.GeneralizedGaussianSpatialModel.lon_0", false]], "lon_0 (gammapy.modeling.models.pointspatialmodel attribute)": [[251, "gammapy.modeling.models.PointSpatialModel.lon_0", false]], "lon_0 (gammapy.modeling.models.shell2spatialmodel attribute)": [[260, "gammapy.modeling.models.Shell2SpatialModel.lon_0", false]], "lon_0 (gammapy.modeling.models.shellspatialmodel attribute)": [[261, "gammapy.modeling.models.ShellSpatialModel.lon_0", false]], "lon_0 (gammapy.modeling.models.templatespatialmodel attribute)": [[275, "gammapy.modeling.models.TemplateSpatialModel.lon_0", false]], "lorimer2006 (class in gammapy.astro.population)": [[35, "gammapy.astro.population.Lorimer2006", false]], "luminosity_spindown (gammapy.astro.source.simplepulsar attribute)": [[54, "gammapy.astro.source.SimplePulsar.luminosity_spindown", false]], "luminosity_spindown() (gammapy.astro.source.pulsar method)": [[51, "gammapy.astro.source.Pulsar.luminosity_spindown", false]], "luminosity_tev() (gammapy.astro.source.snr method)": [[52, "gammapy.astro.source.SNR.luminosity_tev", false]], "luminosity_tev() (gammapy.astro.source.snrtruelovemckee method)": [[53, "gammapy.astro.source.SNRTrueloveMcKee.luminosity_tev", false]], "m (gammapy.astro.population.valleespiral attribute)": [[38, "gammapy.astro.population.ValleeSpiral.m", false]], "magnetic_field (gammapy.astro.source.simplepulsar attribute)": [[54, "gammapy.astro.source.SimplePulsar.magnetic_field", false]], "magnetic_field() (gammapy.astro.source.pulsar method)": [[51, "gammapy.astro.source.Pulsar.magnetic_field", false]], 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module gammapy.astro.population)": [[47, "gammapy.astro.population.make_catalog_random_positions_sphere", false]], "make_concentric_annulus_sky_regions() (in module gammapy.utils.regions)": [[339, "gammapy.utils.regions.make_concentric_annulus_sky_regions", false]], "make_counts() (gammapy.makers.mapdatasetmaker static method)": [[173, "gammapy.makers.MapDatasetMaker.make_counts", false]], "make_counts() (gammapy.makers.phasebackgroundmaker method)": [[174, "gammapy.makers.PhaseBackgroundMaker.make_counts", false]], "make_counts() (gammapy.makers.spectrumdatasetmaker static method)": [[180, "gammapy.makers.SpectrumDatasetMaker.make_counts", false]], "make_counts_off() (gammapy.makers.phasebackgroundmaker method)": [[174, "gammapy.makers.PhaseBackgroundMaker.make_counts_off", false]], "make_counts_off() (gammapy.makers.reflectedregionsbackgroundmaker method)": [[175, "gammapy.makers.ReflectedRegionsBackgroundMaker.make_counts_off", false]], "make_counts_rad_max() (in module 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"gammapy.makers.SpectrumDatasetMaker.make_edisp_kernel", false]], "make_edisp_kernel_map() (in module gammapy.makers.utils)": [[183, "gammapy.makers.utils.make_edisp_kernel_map", false]], "make_edisp_map() (in module gammapy.makers.utils)": [[184, "gammapy.makers.utils.make_edisp_map", false]], "make_effective_livetime_map() (in module gammapy.makers.utils)": [[185, "gammapy.makers.utils.make_effective_livetime_map", false]], "make_exclusion_mask() (gammapy.makers.fovbackgroundmaker method)": [[170, "gammapy.makers.FoVBackgroundMaker.make_exclusion_mask", false]], "make_exposure() (gammapy.makers.mapdatasetmaker static method)": [[173, "gammapy.makers.MapDatasetMaker.make_exposure", false]], "make_exposure() (gammapy.makers.spectrumdatasetmaker method)": [[180, "gammapy.makers.SpectrumDatasetMaker.make_exposure", false]], "make_exposure_irf() (gammapy.makers.mapdatasetmaker static method)": [[173, "gammapy.makers.MapDatasetMaker.make_exposure_irf", false]], "make_exposure_irf() 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488], "character": [296, 404, 467], "characterist": [21, 25, 27, 51, 52, 53, 54, 137, 294, 391, 445, 478, 577], "charg": [406, 554], "chatti": [380, 465], "cheat": 415, "check": [28, 29, 30, 31, 32, 35, 36, 37, 39, 40, 82, 83, 86, 87, 88, 91, 102, 105, 106, 109, 110, 123, 125, 150, 151, 152, 158, 163, 166, 191, 192, 193, 194, 195, 196, 197, 198, 201, 202, 203, 204, 205, 206, 215, 217, 224, 247, 263, 303, 354, 356, 383, 396, 402, 406, 409, 410, 412, 413, 414, 417, 426, 431, 439, 453, 471, 477, 484, 498, 506, 518, 522, 531, 575, 578, 579], "check_limit": [214, 215, 216, 217], "check_random_st": 380, "check_tutorials_setup": [450, 452, 455, 456, 457, 458, 459, 460, 461, 463, 464, 465, 466, 467, 468, 469, 472, 473, 474, 475, 479, 480, 481, 483, 485, 486, 487, 488, 489, 491, 493, 494, 495, 496, 502, 503, 504], "checker": [437, 440], "checklist": 410, "checkout": [380, 383, 422, 463, 467, 489], "checksum": [83, 86, 88, 100, 101, 102, 105, 106, 107, 109, 110, 123, 125, 150, 151, 152, 158, 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419, 420, 421, 422, 423, 424, 425, 426, 432, 435, 436, 437, 438, 439, 440, 441], "chrome": [87, 91], "chromei": 433, "chunk": [152, 163, 166], "chunk_siz": [152, 163, 166], "ci": [380, 383, 387, 406, 410, 425, 431, 433, 436, 442], "circl": [83, 181, 377, 381, 394, 433, 455, 465, 474, 479, 485, 487, 490, 493, 503, 504, 515, 525, 527, 528, 531], "circle_area": 381, "circleannulusskyregion": [260, 261, 527], "circledast": 514, "circlepixelregion": 394, "circleskyregion": [102, 105, 109, 110, 175, 176, 180, 204, 225, 381, 394, 450, 452, 455, 457, 458, 461, 463, 465, 467, 468, 473, 477, 479, 481, 485, 487, 488, 503, 525, 527, 528, 531], "circular": [91, 102, 105, 180, 192, 194, 204, 391, 399, 401, 452, 457, 481, 490, 527, 531], "circumv": [19, 20, 26, 218, 219, 222, 226, 228, 229, 230, 235, 241, 242, 244, 248, 250, 252, 253, 254, 259, 264, 266, 267, 268, 269, 272, 276], "cirelli": [26, 506], "citat": 409, "cite": [383, 406], "ckwqvjfm": 477, "cl": [16, 84, 90, 102, 104, 109, 124, 407], 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"col": [87, 91, 431], "col0": [87, 91], "col1": [87, 91], "col2": [87, 91], "col_b": [87, 91], "col_c": [87, 91], "col_d": [87, 91], "col_fit_deriv": [28, 29, 30, 31, 32, 35, 36, 37, 39, 40], "col_label": 374, "collabor": [77, 370, 371, 385, 387, 389, 393, 433, 466, 494, 577], "colleagu": [383, 578], "collect": [200, 247, 380, 382, 407, 410, 438, 439, 456, 481, 488, 506, 515, 519, 523, 577, 582], "collis": 50, "colnam": [87, 91, 193, 194, 196, 202, 205, 206, 494, 504], "color": [101, 109, 110, 147, 148, 206, 369, 370, 371, 374, 377, 381, 450, 451, 453, 455, 456, 457, 458, 459, 461, 463, 465, 466, 469, 472, 475, 479, 482, 483, 485, 488, 490, 491, 518, 527, 531, 535, 536, 554, 563], "colorbar": [125, 147, 148, 150, 153, 154, 155, 160, 161, 162, 164, 206, 368, 374, 477, 483, 486], "colorblind": 518, "colorblind10": 518, "colormap": [369, 370, 371, 419, 432, 504], "colormap_hess": [401, 583], "colormap_milagro": 583, "colour": 442, "column": [41, 43, 44, 46, 47, 56, 83, 87, 91, 103, 108, 123, 125, 128, 141, 147, 148, 150, 174, 193, 194, 195, 196, 197, 198, 202, 203, 205, 206, 274, 296, 305, 350, 351, 352, 353, 373, 374, 377, 378, 380, 393, 395, 404, 442, 445, 446, 450, 467, 468, 475, 480, 486, 489, 493, 515, 518], "column_nam": 484, "column_prefix": 198, "columnclass": [87, 91], "columnspac": 377, "com": [135, 137, 144, 303, 334, 335, 347, 383, 400, 409, 410, 413], "combin": [99, 101, 102, 105, 109, 110, 134, 143, 145, 179, 187, 193, 194, 196, 201, 202, 205, 206, 219, 263, 380, 386, 390, 391, 392, 393, 394, 395, 400, 403, 412, 424, 439, 445, 447, 453, 458, 463, 464, 471, 474, 481, 483, 484, 485, 486, 487, 489, 495, 503, 504, 506, 508, 518, 525, 530, 546, 576, 577], "combine_flux_map": [143, 447], "combine_significance_map": 144, "combined_ev": 515, "combining_and_defin": [450, 458, 460, 463, 465, 471, 474, 493], "come": [69, 383, 386, 387, 388, 389, 390, 394, 395, 396, 397, 399, 400, 405, 407, 409, 410, 427, 428, 431, 440, 441, 445, 455, 463, 471, 489, 493, 502, 578], "comma": [71, 72, 74, 75, 76, 78, 79, 80, 480], "command": [6, 13, 94, 101, 125, 154, 160, 162, 164, 379, 381, 383, 388, 389, 391, 396, 397, 410, 411, 412, 413, 414, 415, 421, 425, 436, 439, 440, 442, 467, 517, 576], "commensur": 206, "comment": [125, 380, 381, 385, 389, 393, 394, 396, 397, 399, 401, 403, 405, 406], "commit": [380, 383, 388, 394, 405, 406, 418, 419, 442], "committe": [385, 387, 405, 406], "commod": 406, "common": [95, 379, 380, 381, 383, 385, 386, 394, 396, 400, 401, 403, 404, 406, 413, 415, 416, 431, 433, 456, 457, 469, 480, 484, 487, 489, 502, 503, 506, 513, 516, 517, 531, 536, 578], "common_irf_head": 484, "commonli": [29, 83, 394, 398, 440, 469, 506, 575, 576, 578, 580, 583], "commun": [380, 396, 402, 406, 409, 411, 417, 496], "comp": 480, "compact": [16, 84, 87, 90, 91, 104, 124], "compar": [87, 91, 126, 127, 130, 131, 147, 148, 149, 150, 153, 154, 155, 157, 160, 162, 164, 165, 192, 193, 194, 196, 201, 202, 204, 205, 206, 211, 286, 380, 394, 397, 400, 428, 444, 445, 450, 451, 452, 455, 459, 463, 466, 469, 471, 473, 477, 480, 483, 485, 491, 494, 502, 513, 577, 579], "comparison": [86, 87, 91, 100, 130, 147, 148, 149, 150, 153, 154, 155, 157, 160, 162, 164, 165, 192, 193, 194, 196, 198, 201, 202, 204, 205, 206, 337, 436, 508], "compat": [28, 29, 30, 31, 32, 35, 36, 37, 39, 40, 87, 91, 193, 194, 196, 205, 206, 232, 385, 387, 391, 394, 403, 405, 407, 408, 416, 419, 421, 423, 440, 446, 447, 486, 530], "compil": [383, 432], "complain": 383, "complaint": 398, "complement": 400, "complementari": [101, 134, 143, 455], "complet": [13, 16, 84, 90, 104, 124, 337, 380, 386, 390, 391, 392, 393, 394, 397, 398, 400, 404, 405, 406, 413, 418, 420, 421, 422, 423, 424, 425, 426, 427, 428, 431, 433, 436, 437, 438, 439, 440, 441, 463, 468, 483, 490, 498, 518, 523], "complex": [380, 381, 386, 390, 394, 395, 396, 402, 404, 416, 447, 452, 455, 465, 468, 474, 478, 481, 486, 487, 489, 490, 494, 527], "complianc": [406, 442], "compliant": [193, 194, 196, 205, 206, 446, 577], "complic": [394, 531], "compon": [15, 28, 29, 30, 31, 32, 35, 36, 37, 39, 40, 67, 80, 81, 88, 102, 103, 105, 108, 109, 110, 130, 137, 165, 167, 201, 224, 247, 248, 263, 279, 391, 392, 393, 396, 402, 403, 421, 425, 427, 431, 439, 440, 451, 456, 457, 458, 460, 463, 464, 465, 466, 467, 468, 471, 472, 473, 474, 477, 480, 481, 482, 488, 489, 493, 494, 502, 503, 506, 514, 516, 518, 531, 534, 535, 536, 537, 538, 539, 540, 541, 542, 544, 545, 546, 547, 548, 549, 550, 551, 552, 553, 554, 555, 556, 557, 558, 559, 560, 561, 562, 563, 565, 566, 567, 568, 569, 570, 571, 572, 573, 575, 577], "component_1": 391, "component_2": 391, "component_class": 480, "components_model": 80, "components_statu": 67, "compos": [28, 29, 30, 31, 32, 35, 36, 37, 39, 40, 386, 406], "composit": [57, 70, 80, 318, 406, 438], "compound": [201, 208, 219, 338, 342, 394, 403, 449, 451, 469, 532, 564], "compoundmodel": [28, 29, 30, 31, 32, 35, 36, 37, 39, 40, 433], "compoundpixelregion": 342, "compoundskymodel": 391, 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400, 401, 402, 403, 404, 408, 410, 412, 413, 417, 419, 421, 422, 423, 424, 427, 428, 430, 431, 432, 434, 436, 437, 438, 439, 440, 441, 442, 443, 444, 445, 446, 447, 452, 457, 459, 463, 464, 468, 469, 472, 473, 475, 478, 479, 481, 482, 485, 488, 489, 490, 491, 494, 495, 496, 502, 504, 506, 514, 516, 518, 523, 527, 554, 576, 577, 578, 579, 580, 581, 582], "computation": [28, 29, 30, 31, 32, 35, 36, 37, 39, 40, 211, 393, 394, 514], "compute_chisq": 438, "compute_differential_jfactor": 23, "compute_errn": [288, 290, 442, 580], "compute_errp": [288, 290, 580], "compute_flux_doubl": 137, "compute_fpp": 138, "compute_fvar": [139, 295], "compute_jfactor": [23, 479], "compute_lightcurve_doublingtim": 478, "compute_lightcurve_fpp": 478, "compute_lightcurve_fvar": 478, "compute_lima_map": 427, "compute_npr": 393, "compute_upper_limit": [288, 290], "computedfieldinfo": [16, 84, 90, 104, 124], "con": [380, 396], "concaten": [83, 86, 92, 195, 198, 392, 396, 402, 445, 486], "concentr": 339, "concept": [16, 84, 90, 104, 124, 400, 401, 407, 417, 479, 486, 519], "conception": [393, 402], "concern": [383, 385, 394, 396, 397, 399, 401, 403, 406, 431, 441, 495, 580], "conclud": 389, "concret": [16, 84, 90, 104, 124, 397, 400], "conda": [379, 383, 387, 388, 397, 400, 405, 409, 410, 412, 413, 414, 415, 416, 421, 423, 439, 440, 578], "condit": [52, 53, 146, 198, 215, 217, 224, 247, 404, 408, 428, 447, 450, 455, 458, 468, 480, 487, 488, 490, 495, 514, 523], "conduct": [442, 474], "cone": [91, 394, 456, 490, 502, 503, 518], "conesearch": 396, "conf": [87, 91, 380, 381, 410, 422, 437], "conf_1d": 472, "conf_3d": 472, "conf_max": [214, 216], "conf_min": [214, 216], "confid": [122, 211, 214, 216, 288, 290, 391, 398, 422, 427, 441, 577, 580], "confidence_opt": [211, 482], "config": [15, 16, 84, 90, 104, 124, 379, 381, 386, 388, 389, 396, 397, 400, 407, 412, 414, 424, 425, 426, 431, 439, 456, 463, 502, 575], "config_dict": 502, "config_joint": 463, "config_paramet": [118, 120, 121, 122, 126, 127, 129, 130, 131, 132, 133], "config_stack": 463, "config_str": 16, "configdict": [16, 84, 90, 104, 124], "configpars": 437, "configur": [11, 15, 16, 46, 84, 87, 90, 91, 101, 104, 109, 110, 118, 120, 121, 122, 124, 126, 127, 129, 130, 131, 132, 133, 327, 380, 381, 383, 389, 391, 395, 396, 400, 401, 407, 410, 416, 424, 426, 427, 431, 433, 442, 445, 446, 455, 457, 459, 465, 467, 468, 477, 493, 498, 517, 518, 523, 577, 578], "confirm": 383, "conflict": [87, 91, 380, 383, 406], "confluenc": 496, "conform": [16, 84, 90, 104, 124, 486], "confus": [380, 381, 386, 399], "connect": [390, 455, 469, 471, 487, 503, 575], "consant": [193, 194, 196, 202, 205, 206], "consciou": 385, "consecut": [176, 337, 380, 405], "consensu": [385, 406], "consent": 380, "consequ": [406, 468, 531], "conserv": [514, 539], "consid": [19, 20, 59, 96, 173, 180, 183, 184, 186, 187, 194, 206, 214, 218, 221, 222, 225, 226, 228, 229, 230, 231, 234, 235, 236, 237, 238, 239, 240, 241, 242, 244, 248, 251, 252, 253, 254, 255, 259, 260, 261, 262, 264, 267, 268, 269, 274, 275, 286, 376, 385, 386, 391, 392, 394, 395, 396, 397, 398, 399, 400, 402, 406, 408, 452, 455, 457, 463, 467, 468, 478, 484, 487, 515, 518, 523, 581], "consider": [396, 421, 431, 439, 463], "consist": [74, 91, 95, 123, 125, 151, 152, 163, 166, 193, 194, 196, 205, 206, 234, 237, 380, 390, 391, 393, 394, 395, 400, 407, 424, 425, 426, 427, 428, 435, 439, 440, 442, 444, 445, 446, 456, 457, 458, 459, 466, 471, 474, 483, 485, 486, 489, 491, 502, 552, 554, 579], "consol": [380, 578], "consortium": [407, 493], "const": [220, 221, 222, 223, 403, 468, 489, 547, 565], "const3d": [28, 29, 30, 31, 32, 35, 36, 37, 39, 40], "const_norm": 403, "constant": [50, 51, 52, 53, 102, 109, 118, 153, 193, 194, 196, 202, 204, 205, 206, 220, 221, 222, 223, 225, 238, 240, 336, 393, 394, 399, 439, 449, 472, 494, 511, 514, 532, 543, 564, 574, 577, 581], "constant_model": 565, "constantmodel": 441, "constantnormspectralmodel": 403, "constantspatialmodel": [257, 403, 489, 494, 534], "constantspectralmodel": [258, 403, 468, 489, 547], "constanttemporalmodel": [270, 403, 424, 489, 565], "constitu": [28, 29, 30, 31, 32, 35, 36, 37, 39, 40], "constitut": 481, "constrain": [28, 29, 30, 31, 32, 35, 36, 37, 39, 40, 406, 451, 460, 464, 485, 491, 525], "constraint": [28, 29, 30, 31, 32, 35, 36, 37, 39, 40, 518], "construct": [16, 84, 90, 104, 124, 198, 241, 242, 345, 531, 577], "constructor": [191, 192, 193, 194, 196, 198, 201, 202, 203, 204, 205, 206, 445, 503, 529], "consult": 415, "consum": [483, 518], "contact": [382, 387, 389, 406, 415, 417, 420, 421, 422, 436, 439], "contain": [13, 16, 19, 20, 26, 57, 59, 63, 67, 69, 82, 83, 84, 86, 87, 88, 90, 91, 92, 95, 96, 100, 101, 102, 104, 105, 108, 109, 110, 112, 113, 123, 124, 125, 133, 134, 135, 136, 141, 143, 144, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 157, 158, 160, 161, 162, 163, 164, 165, 166, 167, 168, 173, 175, 178, 180, 185, 188, 190, 191, 192, 193, 194, 196, 197, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 211, 215, 218, 219, 220, 221, 222, 223, 224, 225, 226, 228, 229, 230, 231, 234, 235, 236, 237, 238, 239, 240, 241, 242, 244, 245, 247, 248, 249, 250, 251, 252, 253, 254, 255, 259, 260, 261, 262, 263, 264, 265, 266, 267, 268, 269, 271, 272, 274, 275, 276, 277, 294, 305, 306, 373, 375, 377, 378, 380, 383, 384, 386, 388, 389, 390, 393, 394, 395, 396, 397, 399, 400, 401, 402, 404, 406, 409, 410, 417, 421, 425, 426, 427, 428, 430, 431, 433, 434, 437, 438, 439, 440, 441, 445, 446, 450, 453, 455, 456, 457, 460, 463, 464, 467, 468, 471, 472, 473, 475, 480, 481, 482, 483, 484, 485, 486, 487, 488, 489, 490, 491, 493, 494, 495, 496, 502, 503, 504, 506, 507, 509, 514, 515, 516, 518, 522, 526, 527, 530, 531, 532, 575, 577, 579, 580, 581], "containment_correct": [16, 102, 105, 180, 450, 455, 456, 457, 460, 461, 463, 465, 472, 473, 475, 477, 481, 485, 502], "containment_fract": 96, "containment_radiu": [154, 160, 162, 163, 164, 166, 450, 481, 484, 487], 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100, "contributor": [380, 383, 400, 410, 418, 429, 430], "control": [83, 87, 91, 102, 105, 109, 110, 380, 393, 411, 413, 450, 479, 486, 491, 518, 580], "controversi": [380, 385, 386, 400], "conveni": [13, 123, 379, 380, 383, 390, 394, 402, 404, 411, 421, 423, 428, 431, 433, 438, 465, 477, 479, 480, 481, 486, 487, 488, 489, 493, 495, 504, 513, 517, 576], "convent": [28, 29, 30, 31, 32, 35, 36, 37, 39, 40, 192, 193, 194, 196, 204, 205, 206, 402, 404, 423, 424, 427, 428, 442, 481, 485, 486, 489, 514, 516, 523, 530, 580], "converg": [408, 422, 443, 455, 457, 463, 477, 483, 514, 518, 525, 535], "convers": [84, 87, 90, 91, 104, 123, 124, 125, 134, 143, 385, 404, 407, 412, 414, 431, 444, 445, 446, 450, 531], "conversion_typ": [494, 504], "convert": [16, 19, 23, 28, 29, 30, 31, 32, 35, 36, 37, 39, 40, 50, 83, 85, 86, 87, 91, 99, 101, 102, 105, 107, 109, 110, 123, 125, 128, 147, 148, 149, 150, 151, 152, 153, 154, 155, 157, 158, 160, 162, 163, 164, 165, 166, 176, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 210, 213, 214, 215, 216, 217, 224, 239, 247, 286, 304, 307, 308, 312, 325, 341, 361, 363, 364, 381, 386, 394, 395, 404, 407, 410, 432, 444, 445, 446, 447, 450, 459, 466, 473, 474, 477, 481, 482, 483, 487, 488, 493, 504, 516, 522, 527, 530, 580, 582], "convert_bytestring_to_unicod": [87, 91], "convert_unicode_to_bytestr": [87, 91], "convinc": 504, "convolut": [118, 122, 128, 133, 161, 194, 206, 379, 392, 398, 419, 426, 428, 437, 439, 440, 446, 447, 461, 486, 514, 531], "convolution_method": 194, "convolv": [105, 111, 116, 133, 161, 194, 206, 391, 419, 428, 431, 440, 458, 459, 461, 486, 524, 554], "convolve_ful": 194, "convolve_wc": 194, "cookiecutt": 396, "coolwarm": [463, 494, 495, 503], "coord": [13, 28, 29, 30, 31, 32, 35, 36, 37, 39, 40, 83, 191, 192, 193, 194, 195, 196, 197, 198, 199, 201, 202, 203, 204, 205, 206, 249, 294, 391, 424, 468, 486, 487, 527, 530, 531, 538], "coord_to_idx": [191, 192, 195, 197, 198, 201, 203, 204, 486], 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269, 271, 272, 274, 275, 276, 286, 293, 296, 301, 327, 373, 384, 386, 389, 393, 394, 395, 396, 399, 402, 408, 412, 421, 422, 425, 426, 427, 428, 431, 432, 433, 437, 438, 439, 440, 442, 445, 446, 447, 449, 450, 451, 455, 457, 461, 463, 464, 465, 468, 470, 473, 474, 475, 476, 481, 483, 487, 491, 492, 495, 498, 502, 503, 514, 518, 528, 575, 576, 577, 579, 581], "estimate_best_fit": [126, 127, 130, 131], "estimate_count": [126, 127, 130, 131], "estimate_energy_depend": 120, "estimate_errn_errp": [126, 127, 130, 131], "estimate_excess_map": 122, "estimate_exposure_reco_energi": 122, "estimate_fit_input_map": 133, "estimate_flux_default": 133, "estimate_flux_map": 133, "estimate_flux_point": [126, 127, 130], "estimate_kernel": [122, 133], "estimate_map": 118, "estimate_mask_default": [122, 133], "estimate_min_e2dnd": 132, "estimate_min_excess": 132, "estimate_npr": [126, 127, 130, 131], "estimate_npred_excess": [126, 127, 130], "estimate_pad_width": 133, "estimate_scan": [126, 127, 130, 131], "estimate_t": [126, 127, 130, 131], "estimate_time_bin_flux": 130, "estimate_ul": [126, 127, 130, 131], "estimator_result": [135, 143, 144, 475], "et": [26, 33, 59, 101, 136, 137, 153, 226, 295, 296, 298, 303, 390, 447, 459, 466, 478, 506, 577], "eta": [237, 238, 260, 537, 541, 568], "eta_": 50, "eta_b": 50, "eta_rang": [537, 541], "etc": [105, 110, 123, 380, 385, 386, 390, 391, 392, 395, 396, 400, 401, 404, 406, 407, 428, 456, 458, 463, 471, 472, 474, 475, 477, 481, 486, 489, 491, 494, 502, 514, 527], "etru": 484, "eu": 400, "euclidean": 305, "europ": 406, "ev": [482, 484, 518, 554], "ev2": 484, "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, 147, 148, 149, 150, 153, 154, 155, 157, 160, 162, 164, 165, 173, 180, 186, 201, 212, 213, 218, 219, 220, 221, 222, 223, 224, 225, 226, 228, 229, 230, 231, 232, 233, 234, 235, 236, 237, 238, 239, 240, 241, 242, 244, 247, 248, 249, 250, 251, 252, 253, 254, 255, 256, 259, 260, 261, 262, 263, 264, 265, 266, 267, 268, 269, 271, 272, 273, 274, 275, 276, 277, 278, 320, 380, 385, 389, 395, 398, 399, 402, 403, 404, 408, 420, 421, 422, 424, 427, 431, 436, 437, 439, 440, 441, 442, 443, 444, 445, 446, 447, 467, 468, 475, 484, 489, 491, 493, 494, 514, 536, 537, 544, 577, 580], "evaluate_contain": [154, 162, 164, 433], "evaluate_direct": [154, 162, 164], "evaluate_energy_flux": [253, 254], "evaluate_error": [19, 20, 26, 125, 218, 219, 222, 226, 228, 229, 230, 235, 241, 242, 244, 248, 250, 252, 253, 254, 259, 264, 266, 267, 268, 269, 272, 276, 398], "evaluate_geom": [220, 221, 225, 232, 234, 237, 249, 251, 260, 261, 263, 265, 271, 275, 446, 489, 537], "evaluate_integr": [252, 253, 254], "evaluate_paramet": [154, 162, 164], "evaluation_bin_size_min": [220, 221, 225, 234, 237, 249, 251, 260, 261, 263, 265, 271, 275], "evaluation_radiu": [220, 221, 225, 234, 237, 249, 251, 260, 261, 263, 265, 271, 273, 275, 391, 392, 403, 489], "evaluation_region": [220, 221, 225, 234, 237, 249, 251, 260, 261, 263, 265, 271, 275], "even": [28, 29, 30, 31, 32, 35, 36, 37, 39, 40, 87, 91, 134, 143, 204, 215, 217, 380, 383, 385, 387, 388, 394, 397, 398, 406, 407, 423, 472, 475, 482, 483, 485, 486, 487, 488, 489, 502, 514, 516, 540, 541, 578], "event": [82, 83, 84, 85, 86, 87, 88, 89, 90, 93, 103, 104, 108, 114, 122, 132, 152, 163, 166, 167, 174, 182, 193, 194, 196, 202, 205, 206, 223, 231, 236, 238, 239, 240, 255, 262, 274, 277, 337, 380, 381, 384, 386, 390, 392, 394, 395, 396, 407, 412, 416, 423, 424, 425, 427, 431, 432, 433, 438, 439, 440, 441, 442, 445, 446, 447, 449, 452, 455, 456, 457, 461, 463, 464, 470, 474, 485, 495, 498, 500, 502, 503, 518, 526, 527, 528, 576, 577, 580], "event_3fhl": 504, "event_class": [84, 494, 504], "event_det_coord": [103, 108], "event_fil": 88, "event_filt": 89, "event_filter_typ": 89, "event_id": [393, 493, 494, 504, 515], "event_list": [83, 380, 381, 393], "event_list_meta": [103, 108, 426], "event_sampl": [449, 467, 470], "event_sampling_nrg_depend_model": [449, 468, 470], "event_typ": [104, 494, 504], "eventlist": [84, 88, 103, 108, 182, 193, 194, 196, 202, 205, 206, 380, 381, 386, 393, 394, 395, 407, 416, 421, 428, 433, 435, 436, 437, 439, 440, 467, 468, 475, 486, 493, 494, 504, 515, 518, 527], "eventlistbas": 89, "eventlistdataset": 440, "eventlistmetadata": [83, 407], "events2": 83, "events_": 467, "events_0001": 467, "events_1": 515, "events_2": 515, "events_3fhl": 504, "events_bkg": 393, "events_gc_3fhl": 504, "events_list": 393, "events_path": [82, 467], "events_src": 393, "events_tot": 393, "events_vela": 475, "eventu": [380, 385, 396, 399, 400, 416, 489], "ever": 581, "everi": [192, 194, 206, 275, 380, 383, 388, 389, 390, 392, 396, 405, 407, 410, 452, 455, 486, 503, 578], "everyon": 385, "everyth": [380, 398, 399, 518], "everywher": [380, 394, 399, 400, 420], "evid": [137, 480], "evolut": [50, 52, 53, 226, 386, 400, 449, 470, 498, 511, 512, 532], "evolv": [28, 29, 30, 35, 36, 39, 40, 50, 52, 53, 226, 397, 400, 407, 468, 484], "evt_sampl": 467, "ewbnroj5": 463, "ex": [11, 486, 488, 489], "exact": [28, 29, 30, 31, 32, 35, 36, 37, 39, 40, 91, 398, 473, 486, 494], "exactli": [118, 122, 126, 130, 133, 198, 375, 455, 457, 473, 475, 487, 491, 494, 514, 531], "exagger": 371, "examin": [406, 522], "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, 115, 116, 117, 118, 120, 122, 123, 125, 127, 129, 130, 131, 132, 133, 137, 141, 142, 145, 146, 148, 150, 152, 153, 154, 155, 161, 163, 166, 173, 176, 178, 191, 192, 193, 194, 195, 196, 197, 198, 199, 201, 202, 203, 204, 205, 206, 211, 215, 217, 239, 245, 276, 280, 286, 289, 305, 306, 327, 331, 337, 347, 359, 360, 365, 368, 370, 371, 373, 375, 377, 380, 381, 383, 385, 388, 390, 391, 392, 393, 394, 395, 396, 397, 398, 400, 403, 406, 407, 408, 412, 413, 414, 416, 420, 422, 425, 428, 431, 432, 433, 436, 438, 439, 440, 446, 447, 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, 480, 481, 482, 483, 484, 485, 486, 487, 488, 489, 490, 492, 493, 494, 495, 496, 497, 498, 499, 500, 501, 502, 503, 504, 505, 506, 508, 509, 515, 518, 520, 521, 522, 524, 529, 531, 532, 533, 543, 564, 572, 573, 574, 575, 578, 580, 582, 583], "example_cub": 486, "example_cube_fgst": 486, "exce": [112, 113], "except": [67, 69, 80, 87, 91, 102, 105, 109, 110, 169, 193, 194, 196, 202, 205, 206, 307, 377, 380, 391, 395, 399, 484, 488, 531], "excerpt": 496, "excess": [15, 67, 72, 102, 105, 109, 110, 119, 122, 123, 125, 126, 127, 130, 132, 135, 138, 139, 143, 144, 173, 288, 290, 295, 296, 378, 392, 395, 427, 428, 434, 439, 446, 447, 450, 451, 455, 456, 458, 459, 460, 463, 465, 469, 471, 474, 475, 480, 481, 482, 485, 487, 488, 495, 502, 503, 516, 518], "excess_estim": 495, "excess_estimator_integr": 495, "excess_integr": 495, "excess_map": [16, 456, 460, 461, 463, 502], "excess_map_estim": 475, "excess_matching_signific": [430, 440], "excess_min": 146, "excess_r": 481, "excessestim": 404, "excessmapconfig": 16, "excessmapestim": [119, 141, 142, 143, 144, 404, 427, 428, 429, 431, 434, 444, 446, 447, 461, 463, 475, 482, 487, 495, 516], "excesspointsestim": 404, "excessprofileestim": [404, 428], "exchang": 394, "exclud": [16, 84, 90, 101, 102, 104, 105, 109, 110, 124, 129, 174, 176, 215, 217, 224, 247, 386, 443, 463, 485, 487, 527, 528], "exclude_default": [16, 84, 90, 104, 124], "exclude_non": [16, 84, 90, 104, 124], "exclude_unset": [16, 84, 90, 104, 124], "exclus": [16, 83, 168, 170, 175, 176, 177, 178, 181, 192, 204, 386, 394, 396, 427, 429, 447, 452, 460, 463, 485, 525, 527], "exclusion_mask": [168, 170, 175, 176, 177, 178, 181, 455, 461, 465, 485, 487, 503, 525, 527, 528], "exclusion_mask_2d": 485, "exclusion_mask_crab": [456, 502], "exclusion_radiu": 487, "exclusion_region": 455, "exclusionmask": 437, "execut": [11, 122, 126, 130, 131, 133, 380, 381, 383, 385, 387, 388, 389, 395, 396, 400, 410, 411, 412, 413, 414, 415, 416, 425, 433, 439, 449, 454, 462, 470, 476, 485, 486, 492, 494, 497, 498, 499, 501, 504, 505, 533, 543, 564, 574, 576], "exercis": [383, 396, 400, 406], "exhibit": 466, "exist": [11, 15, 16, 26, 28, 29, 30, 31, 32, 35, 36, 37, 39, 40, 87, 88, 91, 99, 100, 101, 102, 105, 107, 109, 110, 123, 125, 151, 152, 158, 163, 166, 178, 191, 192, 193, 194, 196, 197, 200, 201, 202, 204, 205, 206, 212, 224, 239, 247, 271, 272, 273, 275, 349, 364, 380, 383, 385, 388, 389, 391, 392, 393, 394, 396, 397, 399, 400, 401, 403, 404, 406, 407, 412, 413, 416, 417, 420, 424, 425, 439, 440, 442, 445, 459, 461, 481, 486, 487, 489, 490, 494, 515, 530, 531, 579], "exist_ok": [455, 456, 463, 464, 467, 502, 503], "exit": [11, 15, 87, 91, 215, 217, 224, 247, 421, 542, 578], "exot": 397, "exp": [21, 28, 29, 30, 31, 32, 35, 36, 39, 40, 153, 231, 235, 242, 253, 254, 267, 381, 403, 474, 489, 536, 537, 544, 548, 549, 550, 551, 560, 561, 562, 566, 567, 568, 581], "expand": [130, 345, 390, 431], "expand_map": 130, "expans": [50, 52, 53], "expcutoffpowerlaw": 550, "expcutoffpowerlaw3fglspectralmodel": [258, 403, 453, 489, 549], "expcutoffpowerlawnormspectralmodel": [230, 258, 446, 489, 550], "expcutoffpowerlawspectralmodel": [19, 20, 26, 80, 218, 219, 222, 226, 228, 229, 235, 241, 242, 244, 248, 250, 252, 253, 254, 258, 259, 264, 266, 267, 268, 269, 272, 276, 403, 453, 455, 463, 489, 548, 554], "expdecai": [231, 449, 532, 574], "expdecay_model": [467, 566], "expdecaytemporalmodel": [270, 403, 427, 431, 467, 474, 489, 566], "expect": [28, 29, 30, 31, 32, 35, 36, 37, 39, 40, 105, 108, 110, 123, 178, 183, 184, 189, 204, 288, 289, 290, 291, 293, 297, 304, 337, 380, 385, 393, 395, 396, 397, 400, 405, 407, 450, 452, 457, 458, 459, 461, 467, 468, 472, 478, 479, 483, 486, 487, 491, 494, 496, 514, 516, 579, 580, 581], "expens": [28, 29, 30, 31, 32, 35, 36, 37, 39, 40, 455, 468], "experi": [380, 383, 385, 389, 391, 395, 408, 410, 439, 506, 577, 582], "experienc": [389, 415], "experiment": [28, 29, 30, 31, 32, 35, 36, 37, 39, 40, 396, 578], "expert": 400, "expertis": 397, "expfactor": [268, 269, 561, 562], "expir": 393, "explain": [87, 91, 380, 383, 385, 394, 397, 399, 400, 406, 410, 412, 414, 425, 431, 450, 455, 457, 479, 483, 487, 489, 493, 518, 576, 578], "explan": [118, 122, 126, 130, 133, 381, 385, 417, 478, 582], "explicit": [87, 91, 192, 194, 380, 381, 396, 398, 404, 530, 582], "explicitli": [16, 19, 20, 26, 28, 29, 30, 31, 32, 35, 36, 37, 39, 40, 84, 90, 104, 124, 147, 148, 149, 150, 153, 154, 155, 157, 160, 162, 164, 165, 218, 219, 222, 226, 228, 229, 230, 235, 241, 242, 244, 248, 250, 252, 253, 254, 259, 264, 266, 267, 268, 269, 272, 276, 307, 390, 402, 411, 421, 468, 488, 516, 530, 582], "explor": [193, 194, 196, 202, 205, 206, 388, 396, 416, 449, 455, 460, 463, 466, 469, 470, 472, 473, 477, 478, 480, 481, 488, 495, 496, 502, 504, 518, 527], "explos": 52, "expomap": 393, "expon": [403, 489], "exponenti": [28, 30, 36, 39, 40, 77, 228, 229, 230, 231, 267, 268, 269, 381, 391, 425, 449, 463, 467, 474, 532, 564], "exponentialcutoffpowerlaw": 554, "export": [84, 87, 90, 91, 102, 104, 105, 123, 124, 125, 383, 404, 407, 412, 414, 425, 435, 442, 443, 446, 456, 489, 495, 496, 502], "expos": [6, 28, 29, 30, 31, 32, 35, 36, 37, 39, 40, 389, 394, 395, 396, 399, 400, 444, 446, 447, 486, 498, 516, 517, 576], "exposur": [16, 83, 88, 102, 105, 106, 108, 109, 110, 122, 133, 140, 151, 152, 158, 161, 163, 166, 168, 173, 180, 183, 184, 185, 187, 188, 189, 263, 299, 302, 304, 386, 389, 390, 391, 392, 393, 404, 423, 428, 436, 438, 439, 440, 442, 450, 451, 452, 455, 456, 457, 458, 459, 460, 461, 463, 465, 467, 468, 471, 473, 474, 477, 481, 485, 486, 487, 495, 502, 503, 514, 523, 526, 531, 580], "exposure_geom": 152, "exposure_hdu": [151, 152, 158, 163, 166], "exposure_hdu_band": [151, 152, 158, 163, 166], "exposure_hpx": 494, "exposure_map": [151, 152, 158, 163, 166, 183, 184, 189, 484], "exposure_max": 481, "exposure_min": 481, "exposure_tim": 393, "express": [122, 137, 288, 290, 391, 403, 404, 446, 461, 483, 484, 489, 491, 514, 530, 537, 579, 580, 581], "exptest": 437, "extend": [15, 19, 20, 26, 69, 72, 87, 91, 92, 100, 168, 195, 198, 206, 218, 219, 222, 226, 228, 229, 230, 235, 241, 242, 244, 247, 248, 250, 252, 253, 254, 259, 264, 266, 267, 268, 269, 272, 276, 289, 387, 391, 392, 393, 394, 400, 402, 403, 404, 407, 412, 424, 426, 431, 449, 454, 455, 459, 468, 472, 480, 486, 487, 488, 489, 494, 498, 526, 527], "extended_archive_v18": 542, "extended_source_spectral_analysi": [449, 452, 454], "extens": [41, 150, 193, 194, 196, 198, 205, 206, 220, 221, 224, 225, 234, 237, 247, 249, 251, 260, 261, 265, 271, 275, 382, 385, 386, 387, 388, 389, 391, 393, 395, 396, 397, 398, 399, 400, 410, 434, 466, 467, 468, 489, 578], "extent": [204, 224, 247, 394, 459, 489], "extern": [114, 381, 406, 432, 436, 437, 440, 493, 518], "extnam": 484, "extra": [16, 28, 29, 30, 31, 32, 35, 36, 37, 39, 40, 47, 83, 84, 90, 101, 104, 124, 191, 192, 197, 201, 202, 204, 210, 211, 213, 271, 272, 305, 379, 381, 387, 388, 394, 396, 397, 400, 406, 407, 436, 439, 440, 451, 486, 487, 518, 531], "extra_term": 304, "extract": [16, 84, 90, 100, 102, 104, 105, 109, 110, 123, 124, 125, 130, 151, 152, 158, 163, 166, 169, 174, 175, 180, 182, 190, 193, 194, 195, 196, 198, 203, 204, 205, 206, 273, 380, 390, 395, 404, 406, 407, 433, 434, 445, 446, 450, 452, 455, 456, 457, 458, 463, 464, 467, 468, 469, 471, 477, 481, 482, 486, 502, 514, 522, 527], "extragalact": [226, 451, 493], "extrapol": [101, 147, 148, 149, 173, 193, 194, 196, 202, 205, 206, 226, 276, 319, 320, 431, 436, 438, 439, 447, 484, 486, 493, 494, 530], "extras_requir": 397, "extrem": [380, 407, 486, 537], "f": [17, 18, 19, 20, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 35, 36, 37, 39, 40, 87, 91, 133, 146, 200, 211, 218, 219, 222, 226, 228, 229, 230, 235, 241, 242, 244, 248, 250, 252, 253, 254, 259, 264, 266, 267, 268, 269, 272, 276, 306, 307, 334, 380, 383, 397, 402, 403, 408, 411, 412, 414, 433, 442, 450, 452, 455, 456, 458, 464, 465, 466, 467, 468, 473, 474, 475, 477, 479, 480, 483, 485, 487, 489, 490, 491, 494, 495, 500, 502, 503, 504, 512, 527, 544, 554, 565, 566, 567, 568, 569, 570, 571, 578, 579, 580], "f0": [274, 572], "f06": 48, "f06b": [49, 508], "f06p": 49, "f1": [274, 572], "f2": [274, 572], "f4": [148, 153, 457, 481, 484, 486, 493, 494], "f8": [484, 494], "f_": [294, 296, 306, 514], "f_0": [252, 557], "f_dead": [83, 88], "f_i": 294, "f_max": 478, "f_max_err": 478, "f_mean": 478, "f_mean_err": 478, "f_min": 478, "f_min_err": 478, "f_pp": 295, "f_var": 295, "fabio": [393, 398, 421, 423, 424, 425, 426, 427, 428, 430, 431, 433, 434, 438, 440, 442, 444, 445, 446, 447], "face": [385, 388], "facecolor": [377, 451, 455, 457, 465, 466, 469, 475, 479, 535, 536, 537], "facil": 405, "fact": [19, 20, 97, 214, 218, 221, 222, 225, 226, 228, 229, 230, 231, 234, 235, 236, 237, 238, 239, 240, 241, 242, 244, 251, 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535, 539, 582], "celfix": 542, "cell": [388, 416, 442, 464, 475, 486, 493, 494, 504], "center": [17, 18, 21, 22, 23, 24, 25, 27, 41, 83, 87, 91, 96, 102, 105, 109, 110, 112, 113, 123, 125, 127, 128, 129, 133, 150, 151, 152, 153, 154, 155, 158, 162, 163, 164, 166, 173, 176, 177, 179, 180, 181, 183, 184, 186, 187, 192, 193, 194, 195, 196, 197, 198, 201, 202, 203, 204, 205, 206, 207, 220, 221, 224, 225, 234, 237, 247, 249, 251, 260, 261, 263, 265, 271, 273, 275, 309, 313, 339, 380, 381, 394, 396, 403, 404, 421, 422, 431, 433, 446, 450, 452, 455, 457, 458, 459, 460, 461, 463, 465, 467, 468, 469, 473, 474, 475, 477, 479, 484, 485, 486, 487, 488, 489, 493, 494, 503, 504, 520, 521, 522, 523, 524, 525, 527, 528, 530, 531, 535, 536, 539], "center_coord": [191, 192, 197, 201, 204], "center_pix": [191, 192, 201, 204], "center_ski": 531, "center_skydir": [191, 192, 201, 204, 485, 486, 494, 495, 525, 527, 528], "centr": [479, 487, 506], "central": [392, 401, 453, 504], "cern": 506, "certain": [50, 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496, 506], "channel0": 506, "channel1": 506, "channel_registri": [19, 20, 26], "chapter": 479, "charact": [87, 91, 380, 488], "character": [296, 404, 467], "characterist": [21, 25, 27, 51, 52, 53, 54, 137, 294, 391, 445, 478, 577], "charg": [406, 554], "chatti": [380, 465], "cheat": 415, "check": [28, 29, 30, 31, 32, 35, 36, 37, 39, 40, 82, 83, 86, 87, 88, 91, 102, 105, 106, 109, 110, 123, 125, 150, 151, 152, 158, 163, 166, 191, 192, 193, 194, 195, 196, 197, 198, 201, 202, 203, 204, 205, 206, 215, 217, 224, 247, 263, 303, 354, 356, 383, 396, 402, 406, 409, 410, 412, 413, 414, 417, 426, 431, 439, 453, 471, 477, 484, 498, 506, 518, 522, 531, 575, 578, 579], "check_limit": [214, 215, 216, 217], "check_random_st": 380, "check_tutorials_setup": [450, 452, 455, 456, 457, 458, 459, 460, 461, 463, 464, 465, 466, 467, 468, 469, 472, 473, 474, 475, 479, 480, 481, 483, 485, 486, 487, 488, 489, 491, 493, 494, 495, 496, 502, 503, 504], "checker": [437, 440], "checklist": 410, "checkout": [380, 383, 422, 463, 467, 489], "checksum": [83, 86, 88, 100, 101, 102, 105, 106, 107, 109, 110, 123, 125, 150, 151, 152, 158, 163, 166, 193, 194, 196, 200, 202, 205, 206, 212, 224, 247, 343, 346, 349, 446, 464, 494], "chen": 440, "cherenkov": [153, 393, 412, 417, 452, 455, 461, 472, 485, 493, 495, 527, 528, 577], "cherri": [380, 387, 394, 405], "chi": [293, 395, 579, 580, 581], "chi2": [101, 135, 144, 392, 422, 455, 466, 474, 483, 514, 580], "chi2assym": 425, "child": 390, "children": [463, 471, 486, 502, 503], "chime": 383, "chisq": 293, "chisquar": 293, "chmod": 578, "choic": [136, 393, 397, 399, 406, 455, 456, 458, 460, 483, 495, 502, 519, 575, 578], "choos": [45, 77, 191, 192, 195, 197, 198, 201, 204, 276, 321, 392, 394, 396, 400, 412, 414, 431, 453, 455, 459, 463, 465, 474, 481, 483, 485, 486, 488, 489, 490, 494, 503, 518, 578], "chose": [467, 494, 495, 580, 582], "chosen": [26, 150, 163, 166, 192, 193, 194, 202, 205, 206, 224, 234, 247, 380, 383, 395, 396, 399, 456, 473, 485, 486, 490, 491, 495, 502, 516, 526, 527, 531], "christoph": [385, 386, 387, 388, 389, 390, 391, 392, 394, 396, 397, 398, 399, 400, 419, 420, 421, 422, 423, 424, 425, 426, 432, 435, 436, 437, 438, 439, 440, 441], "chrome": [87, 91], "chromei": 433, "chunk": [152, 163, 166], "chunk_siz": [152, 163, 166], "ci": [380, 383, 387, 406, 410, 425, 431, 433, 436, 442], "circl": [83, 181, 377, 381, 394, 433, 455, 465, 474, 479, 485, 487, 490, 493, 503, 504, 515, 525, 527, 528, 531], "circle_area": 381, "circleannulusskyregion": [260, 261, 527], "circledast": 514, "circlepixelregion": 394, "circleskyregion": [102, 105, 109, 110, 175, 176, 180, 204, 225, 381, 394, 450, 452, 455, 457, 458, 461, 463, 465, 467, 468, 473, 477, 479, 481, 485, 487, 488, 503, 525, 527, 528, 531], "circular": [91, 102, 105, 180, 192, 194, 204, 391, 399, 401, 452, 457, 481, 490, 527, 531], "circumv": [19, 20, 26, 218, 219, 222, 226, 228, 229, 230, 235, 241, 242, 244, 248, 250, 252, 253, 254, 259, 264, 266, 267, 268, 269, 272, 276], 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54, 67, 101, 125, 131, 133, 218, 222, 228, 230, 235, 242, 245, 252, 254, 263, 264, 267, 268, 269, 279, 365, 391, 403, 451, 452, 453, 455, 456, 457, 458, 459, 460, 463, 464, 465, 466, 467, 468, 471, 473, 474, 475, 479, 480, 482, 483, 489, 491, 493, 494, 502, 504, 511, 512, 516, 518, 534, 535, 536, 537, 539, 540, 541, 542, 544, 545, 546, 547, 548, 549, 550, 551, 552, 553, 554, 555, 556, 557, 558, 559, 560, 561, 562, 563, 565, 566, 567, 568, 569, 570, 571, 572, 573, 577], "cm2": [51, 54, 67, 107, 125, 142, 153, 206, 280, 365, 450, 451, 453, 455, 456, 458, 459, 463, 464, 465, 467, 468, 471, 472, 473, 474, 475, 477, 479, 480, 481, 482, 486, 488, 489, 491, 494, 502, 503, 504, 516, 531, 547, 550, 553, 558, 563], "cm3": [17, 18, 19, 21, 22, 24, 25, 27, 52, 479], "cm5": 479, "cmap": [102, 105, 109, 110, 370, 371, 457, 463, 479, 486, 488, 494, 495, 502, 503, 527], "cmb": 554, "cnreaga": 477, "co": [53, 199, 405, 406, 450, 535, 536, 537], "coadd": [193, 194, 196, 202, 205, 206], "coars": 481, 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"colormap_hess": [401, 583], "colormap_milagro": 583, "colour": 442, "column": [41, 43, 44, 46, 47, 56, 83, 87, 91, 103, 108, 123, 125, 128, 141, 147, 148, 150, 174, 193, 194, 195, 196, 197, 198, 202, 203, 205, 206, 274, 296, 305, 350, 351, 352, 353, 373, 374, 377, 378, 380, 393, 395, 404, 442, 445, 446, 450, 467, 468, 475, 480, 486, 489, 493, 515, 518], "column_nam": 484, "column_prefix": 198, "columnclass": [87, 91], "columnspac": 377, "com": [135, 137, 144, 303, 334, 335, 347, 383, 400, 409, 410, 413], "combin": [99, 101, 102, 105, 109, 110, 134, 143, 145, 179, 187, 193, 194, 196, 201, 202, 205, 206, 219, 263, 380, 386, 390, 391, 392, 393, 394, 395, 400, 403, 412, 424, 439, 445, 447, 453, 458, 463, 464, 471, 474, 481, 483, 484, 485, 486, 487, 489, 495, 503, 504, 506, 508, 518, 525, 530, 546, 576, 577], "combine_flux_map": [143, 447], "combine_significance_map": 144, "combined_ev": 515, "combining_and_defin": [450, 458, 460, 463, 465, 471, 474, 493], "come": [69, 383, 386, 387, 388, 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153, 154, 155, 157, 160, 162, 164, 165, 192, 193, 194, 196, 201, 202, 204, 205, 206, 211, 286, 380, 394, 397, 400, 428, 444, 445, 450, 451, 452, 455, 459, 463, 466, 469, 471, 473, 477, 480, 483, 485, 491, 494, 502, 513, 577, 579], "comparison": [86, 87, 91, 100, 130, 147, 148, 149, 150, 153, 154, 155, 157, 160, 162, 164, 165, 192, 193, 194, 196, 198, 201, 202, 204, 205, 206, 337, 436, 508], "compat": [28, 29, 30, 31, 32, 35, 36, 37, 39, 40, 87, 91, 193, 194, 196, 205, 206, 232, 385, 387, 391, 394, 403, 405, 407, 408, 416, 419, 421, 423, 440, 446, 447, 486, 530], "compil": [383, 432], "complain": 383, "complaint": 398, "complement": 400, "complementari": [101, 134, 143, 455], "complet": [13, 16, 84, 90, 104, 124, 337, 380, 386, 390, 391, 392, 393, 394, 397, 398, 400, 404, 405, 406, 413, 418, 420, 421, 422, 423, 424, 425, 426, 427, 428, 431, 433, 436, 437, 438, 439, 440, 441, 463, 468, 483, 490, 498, 518, 523], "complex": [380, 381, 386, 390, 394, 395, 396, 402, 404, 416, 447, 452, 455, 465, 468, 474, 478, 481, 486, 487, 489, 490, 494, 527], "complianc": [406, 442], "compliant": [193, 194, 196, 205, 206, 446, 577], "complic": [394, 531], "compon": [15, 28, 29, 30, 31, 32, 35, 36, 37, 39, 40, 67, 80, 81, 88, 102, 103, 105, 108, 109, 110, 130, 137, 165, 167, 201, 224, 247, 248, 263, 279, 391, 392, 393, 396, 402, 403, 421, 425, 427, 431, 439, 440, 451, 456, 457, 458, 460, 463, 464, 465, 466, 467, 468, 471, 472, 473, 474, 477, 480, 481, 482, 488, 489, 493, 494, 502, 503, 506, 514, 516, 518, 531, 534, 535, 536, 537, 538, 539, 540, 541, 542, 544, 545, 546, 547, 548, 549, 550, 551, 552, 553, 554, 555, 556, 557, 558, 559, 560, 561, 562, 563, 565, 566, 567, 568, 569, 570, 571, 572, 573, 575, 577], "component_1": 391, "component_2": 391, "component_class": 480, "components_model": 80, "components_statu": 67, "compos": [28, 29, 30, 31, 32, 35, 36, 37, 39, 40, 386, 406], "composit": [57, 70, 80, 318, 406, 438], "compound": [201, 208, 219, 338, 342, 394, 403, 449, 451, 469, 532, 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225, 234, 237, 249, 251, 260, 261, 263, 265, 271, 275], "evaluation_radiu": [220, 221, 225, 234, 237, 249, 251, 260, 261, 263, 265, 271, 273, 275, 391, 392, 403, 489], "evaluation_region": [220, 221, 225, 234, 237, 249, 251, 260, 261, 263, 265, 271, 275], "even": [28, 29, 30, 31, 32, 35, 36, 37, 39, 40, 87, 91, 134, 143, 204, 215, 217, 380, 383, 385, 387, 388, 394, 397, 398, 406, 407, 423, 472, 475, 482, 483, 485, 486, 487, 488, 489, 502, 514, 516, 540, 541, 578], "event": [82, 83, 84, 85, 86, 87, 88, 89, 90, 93, 103, 104, 108, 114, 122, 132, 152, 163, 166, 167, 174, 182, 193, 194, 196, 202, 205, 206, 223, 231, 236, 238, 239, 240, 255, 262, 274, 277, 337, 380, 381, 384, 386, 390, 392, 394, 395, 396, 407, 412, 416, 423, 424, 425, 427, 431, 432, 433, 438, 439, 440, 441, 442, 445, 446, 447, 449, 452, 455, 456, 457, 461, 463, 464, 470, 474, 485, 495, 498, 500, 502, 503, 518, 526, 527, 528, 576, 577, 580], "event_3fhl": 504, "event_class": [84, 494, 504], "event_det_coord": [103, 108], 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Computation times#

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10:14.861 total execution time for 84 files from all galleries:

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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