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a/docs/dev/_images/sphx_glr_spectral_analysis_rad_max_005.png and b/docs/dev/_images/sphx_glr_spectral_analysis_rad_max_005.png differ diff --git a/docs/dev/_images/sphx_glr_spectral_analysis_thumb.png b/docs/dev/_images/sphx_glr_spectral_analysis_thumb.png index b5641f22156..85b8ea6808b 100644 Binary files a/docs/dev/_images/sphx_glr_spectral_analysis_thumb.png and b/docs/dev/_images/sphx_glr_spectral_analysis_thumb.png differ 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 53f7177270a..f479aaa0ef7 100644 --- a/docs/dev/_sources/tutorials/analysis-1d/sed_fitting.rst.txt +++ b/docs/dev/_sources/tutorials/analysis-1d/sed_fitting.rst.txt @@ -163,7 +163,7 @@ attribute:
Table length=5 - +
diff --git a/docs/dev/_sources/tutorials/analysis-1d/sg_execution_times.rst.txt b/docs/dev/_sources/tutorials/analysis-1d/sg_execution_times.rst.txt index 519d5bd2b0b..093cfb881c3 100644 --- a/docs/dev/_sources/tutorials/analysis-1d/sg_execution_times.rst.txt +++ b/docs/dev/_sources/tutorials/analysis-1d/sg_execution_times.rst.txt @@ -6,20 +6,20 @@ Computation times ================= -**01:11.210** total execution time for **tutorials_analysis-1d** files: +**00:59.083** total execution time for **tutorials_analysis-1d** files: +-----------------------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_tutorials_analysis-1d_spectral_analysis.py` (``spectral_analysis.py``) | 00:23.593 | 0.0 MB | +| :ref:`sphx_glr_tutorials_analysis-1d_spectral_analysis.py` (``spectral_analysis.py``) | 00:19.496 | 0.0 MB | +-----------------------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_tutorials_analysis-1d_spectral_analysis_hli.py` (``spectral_analysis_hli.py``) | 00:13.207 | 0.0 MB | +| :ref:`sphx_glr_tutorials_analysis-1d_spectral_analysis_hli.py` (``spectral_analysis_hli.py``) | 00:11.299 | 0.0 MB | +-----------------------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_tutorials_analysis-1d_spectrum_simulation.py` (``spectrum_simulation.py``) | 00:12.318 | 0.0 MB | +| :ref:`sphx_glr_tutorials_analysis-1d_spectrum_simulation.py` (``spectrum_simulation.py``) | 00:09.992 | 0.0 MB | +-----------------------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_tutorials_analysis-1d_extended_source_spectral_analysis.py` (``extended_source_spectral_analysis.py``) | 00:07.782 | 0.0 MB | +| :ref:`sphx_glr_tutorials_analysis-1d_extended_source_spectral_analysis.py` (``extended_source_spectral_analysis.py``) | 00:06.736 | 0.0 MB | +-----------------------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_tutorials_analysis-1d_spectral_analysis_rad_max.py` (``spectral_analysis_rad_max.py``) | 00:07.153 | 0.0 MB | +| :ref:`sphx_glr_tutorials_analysis-1d_spectral_analysis_rad_max.py` (``spectral_analysis_rad_max.py``) | 00:05.853 | 0.0 MB | +-----------------------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_tutorials_analysis-1d_sed_fitting.py` (``sed_fitting.py``) | 00:05.757 | 0.0 MB | +| :ref:`sphx_glr_tutorials_analysis-1d_sed_fitting.py` (``sed_fitting.py``) | 00:04.561 | 0.0 MB | +-----------------------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_tutorials_analysis-1d_cta_sensitivity.py` (``cta_sensitivity.py``) | 00:01.400 | 0.0 MB | +| :ref:`sphx_glr_tutorials_analysis-1d_cta_sensitivity.py` (``cta_sensitivity.py``) | 00:01.146 | 0.0 MB | +-----------------------------------------------------------------------------------------------------------------------+-----------+--------+ diff --git a/docs/dev/_sources/tutorials/analysis-1d/spectral_analysis.rst.txt b/docs/dev/_sources/tutorials/analysis-1d/spectral_analysis.rst.txt index ba289767b9d..05c7ea25e73 100644 --- a/docs/dev/_sources/tutorials/analysis-1d/spectral_analysis.rst.txt +++ b/docs/dev/_sources/tutorials/analysis-1d/spectral_analysis.rst.txt @@ -847,7 +847,7 @@ Here is a the table of the resulting flux points: 8.462 6.778 10.564 ... True 0.200 .. 5.000 28.474 .. 55.783 11.803 10.564 13.189 ... True 0.200 .. 5.000 12.285 .. 18.679 16.465 13.189 20.556 ... True 0.200 .. 5.000 9.622 .. 17.557 - 25.663 20.556 32.040 ... True 0.200 .. 5.000 0.866 .. 6.774 + 25.663 20.556 32.040 ... False 0.200 .. 5.000 0.866 .. 6.774 @@ -1109,7 +1109,7 @@ tutorial. .. rst-class:: sphx-glr-timing - **Total running time of the script:** ( 0 minutes 23.593 seconds) + **Total running time of the script:** ( 0 minutes 19.496 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 81970c21f91..21dc0575b47 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 @@ -981,12 +981,12 @@ This is how we can write the model back to file again: type: PowerLawSpectralModel parameters: - name: index - value: 2.676836990188792 - error: 0.10350021860740599 + value: 2.6768369901788422 + error: 0.10350021262006437 - name: amplitude - value: 4.679478012854058e-11 + value: 4.679478012795579e-11 unit: cm-2 s-1 TeV-1 - error: 4.678684049503813e-12 + error: 4.678683942000057e-12 - name: reference value: 1.0 unit: TeV @@ -1147,7 +1147,7 @@ both methods on a unique plot. .. rst-class:: sphx-glr-timing - **Total running time of the script:** ( 0 minutes 13.207 seconds) + **Total running time of the script:** ( 0 minutes 11.299 seconds) .. _sphx_glr_download_tutorials_analysis-1d_spectral_analysis_hli.py: diff --git a/docs/dev/_sources/tutorials/analysis-1d/spectral_analysis_rad_max.rst.txt b/docs/dev/_sources/tutorials/analysis-1d/spectral_analysis_rad_max.rst.txt index c848b205b02..287c1e244ae 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 @@ -747,10 +747,10 @@ provide a good distribution of the background. model type name value ... frozen is_norm link prior --------- -------- --------- ---------- ... ------ ------- ---- ----- - simulated spectral amplitude 4.3088e-11 ... False True None + simulated spectral amplitude 4.5627e-11 ... False True None simulated spectral reference 1.0000e+00 ... True False None - simulated spectral alpha 2.7363e+00 ... False False None - simulated spectral beta 3.1903e-01 ... False False None + simulated spectral alpha 2.5573e+00 ... False False None + simulated spectral beta 2.1233e-01 ... False False None diff --git a/docs/dev/_sources/tutorials/analysis-1d/spectrum_simulation.rst.txt b/docs/dev/_sources/tutorials/analysis-1d/spectrum_simulation.rst.txt index 8c1105eb386..38149d04529 100644 --- a/docs/dev/_sources/tutorials/analysis-1d/spectrum_simulation.rst.txt +++ b/docs/dev/_sources/tutorials/analysis-1d/spectrum_simulation.rst.txt @@ -407,14 +407,14 @@ dealing with simulations based on observations of real off counts. SpectrumDatasetOnOff -------------------- - Name : R-EiAy6- + Name : --ximjsq - Total counts : 301 - Total background counts : 24.20 - Total excess counts : 276.80 + Total counts : 297 + Total background counts : 20.80 + Total excess counts : 276.20 - Predicted counts : 305.34 - Predicted background counts : 23.97 + Predicted counts : 302.13 + Predicted background counts : 20.76 Predicted excess counts : 281.37 Exposure min : 2.53e+08 m2 s @@ -424,7 +424,7 @@ dealing with simulations based on observations of real off counts. Number of fit bins : 9 Fit statistic type : wstat - Fit statistic value (-2 log(L)) : 11.78 + Fit statistic value (-2 log(L)) : 2.47 Number of models : 1 Number of parameters : 3 @@ -442,7 +442,7 @@ dealing with simulations based on observations of real off counts. amplitude : 2.50e-12 +/- 0.0e+00 1 / (cm2 s TeV) reference (frozen): 1.000 TeV - Total counts_off : 121 + Total counts_off : 104 Acceptance : 9 Acceptance off : 45 @@ -608,7 +608,7 @@ very well with the spectrum that we initially injected. .. code-block:: none - index: 3.0036925550381217 += 0.08081469527619482 + index: 3.0036925550401095 += 0.08081469527291649 @@ -627,11 +627,6 @@ Exercises -.. rst-class:: sphx-glr-timing - - **Total running time of the script:** ( 0 minutes 12.318 seconds) - - .. _sphx_glr_download_tutorials_analysis-1d_spectrum_simulation.py: .. only:: html diff --git a/docs/dev/_sources/tutorials/analysis-2d/detect.rst.txt b/docs/dev/_sources/tutorials/analysis-2d/detect.rst.txt index 9d881992e27..bf5985b277f 100644 --- a/docs/dev/_sources/tutorials/analysis-2d/detect.rst.txt +++ b/docs/dev/_sources/tutorials/analysis-2d/detect.rst.txt @@ -508,7 +508,7 @@ Here’s some suggestions what to do next: .. rst-class:: sphx-glr-timing - **Total running time of the script:** ( 0 minutes 28.578 seconds) + **Total running time of the script:** ( 0 minutes 21.347 seconds) .. _sphx_glr_download_tutorials_analysis-2d_detect.py: 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 34c6667daa7..f7d5c569dc2 100644 --- a/docs/dev/_sources/tutorials/analysis-2d/ring_background.rst.txt +++ b/docs/dev/_sources/tutorials/analysis-2d/ring_background.rst.txt @@ -524,12 +524,12 @@ events in the `on` and `off` regions respectively. Name : stacked - Total counts : 40051 - Total background counts : 39151.26 - Total excess counts : 899.74 + Total counts : 39183 + Total background counts : 38320.57 + Total excess counts : 862.43 - Predicted counts : 39151.62 - Predicted background counts : 39151.62 + Predicted counts : 38320.92 + Predicted background counts : 38320.92 Predicted excess counts : nan Exposure min : 1.11e+09 m2 s @@ -539,15 +539,15 @@ events in the `on` and `off` regions respectively. Number of fit bins : 22500 Fit statistic type : wstat - Fit statistic value (-2 log(L)) : 26392.57 + Fit statistic value (-2 log(L)) : 26399.35 Number of models : 0 Number of parameters : 0 Number of free parameters : 0 - Total counts_off : 88113384 + Total counts_off : 86301192 Acceptance : 22500 - Acceptance off : 49447600 + Acceptance off : 49478072 @@ -666,7 +666,7 @@ to be a standard normal distribution. .. rst-class:: sphx-glr-timing - **Total running time of the script:** ( 0 minutes 21.873 seconds) + **Total running time of the script:** ( 0 minutes 18.827 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 9d46f6f8d5f..8b2709f04ea 100644 --- a/docs/dev/_sources/tutorials/analysis-2d/sg_execution_times.rst.txt +++ b/docs/dev/_sources/tutorials/analysis-2d/sg_execution_times.rst.txt @@ -6,12 +6,12 @@ Computation times ================= -**01:00.032** total execution time for **tutorials_analysis-2d** files: +**00:48.564** total execution time for **tutorials_analysis-2d** files: +-----------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_tutorials_analysis-2d_detect.py` (``detect.py``) | 00:28.578 | 0.0 MB | +| :ref:`sphx_glr_tutorials_analysis-2d_detect.py` (``detect.py``) | 00:21.347 | 0.0 MB | +-----------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_tutorials_analysis-2d_ring_background.py` (``ring_background.py``) | 00:21.873 | 0.0 MB | +| :ref:`sphx_glr_tutorials_analysis-2d_ring_background.py` (``ring_background.py``) | 00:18.827 | 0.0 MB | +-----------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_tutorials_analysis-2d_modeling_2D.py` (``modeling_2D.py``) | 00:09.581 | 0.0 MB | +| :ref:`sphx_glr_tutorials_analysis-2d_modeling_2D.py` (``modeling_2D.py``) | 00:08.390 | 0.0 MB | +-----------------------------------------------------------------------------------+-----------+--------+ diff --git a/docs/dev/_sources/tutorials/analysis-3d/analysis_3d.rst.txt b/docs/dev/_sources/tutorials/analysis-3d/analysis_3d.rst.txt index 3963eada402..2442f51f3b3 100644 --- a/docs/dev/_sources/tutorials/analysis-3d/analysis_3d.rst.txt +++ b/docs/dev/_sources/tutorials/analysis-3d/analysis_3d.rst.txt @@ -478,7 +478,7 @@ To plot a smooth counts map .. code-block:: none - interactive(children=(SelectionSlider(continuous_update=False, description='Select energy:', layout=Layout(width='50%'), options=('100 GeV - 158 GeV', '158 GeV - 251 GeV', '251 GeV - 398 GeV', '398 GeV - 631 GeV', '631 GeV - 1.00 TeV', '1.00 TeV - 1.58 TeV', '1.58 TeV - 2.51 TeV', '2.51 TeV - 3.98 TeV', '3.98 TeV - 6.31 TeV', '6.31 TeV - 10.0 TeV'), style=SliderStyle(description_width='initial'), value='100 GeV - 158 GeV'), RadioButtons(description='Select stretch:', index=1, options=('linear', 'sqrt', 'log'), style=DescriptionStyle(description_width='initial'), value='sqrt'), Output()), _dom_classes=('widget-interact',)) + interactive(children=(SelectionSlider(continuous_update=False, description='Select energy:', layout=Layout(width='50%'), options=('100 GeV - 158 GeV', '158 GeV - 251 GeV', '251 GeV - 398 GeV', '398 GeV - 631 GeV', '631 GeV - 1.00 TeV', '1.00 TeV - 1.58 TeV', '1.58 TeV - 2.51 TeV', '2.51 TeV - 3.98 TeV', '3.98 TeV - 6.31 TeV', '6.31 TeV - 10.00 TeV'), style=SliderStyle(description_width='initial'), value='100 GeV - 158 GeV'), RadioButtons(description='Select stretch:', index=1, options=('linear', 'sqrt', 'log'), style=DescriptionStyle(description_width='initial'), value='sqrt'), Output()), _dom_classes=('widget-interact',)) @@ -509,7 +509,7 @@ And the background map .. code-block:: none - interactive(children=(SelectionSlider(continuous_update=False, description='Select energy:', layout=Layout(width='50%'), options=('100 GeV - 158 GeV', '158 GeV - 251 GeV', '251 GeV - 398 GeV', '398 GeV - 631 GeV', '631 GeV - 1.00 TeV', '1.00 TeV - 1.58 TeV', '1.58 TeV - 2.51 TeV', '2.51 TeV - 3.98 TeV', '3.98 TeV - 6.31 TeV', '6.31 TeV - 10.0 TeV'), style=SliderStyle(description_width='initial'), value='100 GeV - 158 GeV'), RadioButtons(description='Select stretch:', index=1, options=('linear', 'sqrt', 'log'), style=DescriptionStyle(description_width='initial'), value='sqrt'), Output()), _dom_classes=('widget-interact',)) + interactive(children=(SelectionSlider(continuous_update=False, description='Select energy:', layout=Layout(width='50%'), options=('100 GeV - 158 GeV', '158 GeV - 251 GeV', '251 GeV - 398 GeV', '398 GeV - 631 GeV', '631 GeV - 1.00 TeV', '1.00 TeV - 1.58 TeV', '1.58 TeV - 2.51 TeV', '2.51 TeV - 3.98 TeV', '3.98 TeV - 6.31 TeV', '6.31 TeV - 10.00 TeV'), style=SliderStyle(description_width='initial'), value='100 GeV - 158 GeV'), RadioButtons(description='Select stretch:', index=1, options=('linear', 'sqrt', 'log'), style=DescriptionStyle(description_width='initial'), value='sqrt'), Output()), _dom_classes=('widget-interact',)) @@ -702,7 +702,7 @@ We can access the results dictionary to see if the fit converged: method : migrad success : True message : Optimization terminated successfully. - nfev : 184 + nfev : 191 total stat : 180458.06 CovarianceResult @@ -739,13 +739,13 @@ Check best-fit parameters and error estimates: model type name value ... frozen is_norm link prior ----------- -------- --------- ----------- ... ------ ------- ---- ----- - gc-source spectral index 2.4143e+00 ... False False None - gc-source spectral amplitude 2.6631e-12 ... False True None + gc-source spectral index 2.4142e+00 ... False False None + gc-source spectral amplitude 2.6639e-12 ... False True None gc-source spectral reference 1.0000e+00 ... True False None - gc-source spectral lambda_ -1.3375e-02 ... False False None + gc-source spectral lambda_ -1.3272e-02 ... False False None gc-source spectral alpha 1.0000e+00 ... True False None - gc-source spatial lon_0 -4.8062e-02 ... False False None - gc-source spatial lat_0 -5.2606e-02 ... False False None + gc-source spatial lon_0 -4.8059e-02 ... False False None + gc-source spatial lat_0 -5.2602e-02 ... False False None stacked-bkg spectral norm 1.3481e+00 ... False True None stacked-bkg spectral tilt 0.0000e+00 ... True False None stacked-bkg spectral reference 1.0000e+00 ... True False None @@ -847,7 +847,7 @@ A more accurate way to inspect spatial residuals is the following: .. image-sg:: /tutorials/analysis-3d/images/sphx_glr_analysis_3d_008.png - :alt: Energy 100 GeV - 1.00 TeV, Energy 1.00 TeV - 10.0 TeV + :alt: Energy 100 GeV - 1.00 TeV, Energy 1.00 TeV - 10.00 TeV :srcset: /tutorials/analysis-3d/images/sphx_glr_analysis_3d_008.png :class: sphx-glr-single-img @@ -951,21 +951,21 @@ Data reduction Dataset 0: Type : MapDataset - Name : 7IjrVxjh + Name : fqj_3d_w Instrument : CTA Models : Dataset 1: Type : MapDataset - Name : dzXolsE0 + Name : b13KFSK6 Instrument : CTA Models : Dataset 2: Type : MapDataset - Name : S2u7Bolz + Name : zyGm1Ysk Instrument : CTA Models : @@ -998,7 +998,7 @@ You can access each one by name or by index, eg: MapDataset ---------- - Name : 7IjrVxjh + Name : fqj_3d_w Total counts : 40481 Total background counts : 36014.51 @@ -1066,9 +1066,9 @@ map, omit the region argument. name counts excess ... n_fit_bins stat_type stat_sum ... -------- ------ ----------------- ... ---------- --------- -------- - 7IjrVxjh 40481 4466.484375 ... 693940 cash nan - dzXolsE0 40525 4510.505523195905 ... 693940 cash nan - S2u7Bolz 40235 4220.480554966147 ... 693940 cash nan + fqj_3d_w 40481 4466.484375 ... 693940 cash nan + b13KFSK6 40525 4510.505523195905 ... 693940 cash nan + zyGm1Ysk 40235 4220.480554966147 ... 693940 cash nan Models Component 0: SkyModel @@ -1089,8 +1089,8 @@ map, omit the region argument. Component 1: FoVBackgroundModel - Name : 7IjrVxjh-bkg - Datasets names : ['7IjrVxjh'] + Name : fqj_3d_w-bkg + Datasets names : ['fqj_3d_w'] Spectral model type : PowerLawNormSpectralModel Parameters: norm : 1.000 +/- 0.00 @@ -1099,8 +1099,8 @@ map, omit the region argument. Component 2: FoVBackgroundModel - Name : dzXolsE0-bkg - Datasets names : ['dzXolsE0'] + Name : b13KFSK6-bkg + Datasets names : ['b13KFSK6'] Spectral model type : PowerLawNormSpectralModel Parameters: norm : 1.000 +/- 0.00 @@ -1109,8 +1109,8 @@ map, omit the region argument. Component 3: FoVBackgroundModel - Name : S2u7Bolz-bkg - Datasets names : ['S2u7Bolz'] + Name : zyGm1Ysk-bkg + Datasets names : ['zyGm1Ysk'] Spectral model type : PowerLawNormSpectralModel Parameters: norm : 1.000 +/- 0.00 @@ -1170,7 +1170,7 @@ We can access the results dictionary to see if the fit converged: method : migrad success : True message : Optimization terminated successfully. - nfev : 220 + nfev : 188 total stat : 748259.16 CovarianceResult @@ -1216,7 +1216,7 @@ Check best-fit parameters and error estimates: Temporal model type : Parameters: index : 2.272 +/- 0.08 - amplitude : 2.84e-12 +/- 3.1e-13 1 / (cm2 s TeV) + amplitude : 2.84e-12 +/- 3.2e-13 1 / (cm2 s TeV) reference (frozen): 1.000 TeV lambda_ : 0.039 +/- 0.05 1 / TeV alpha (frozen): 1.000 @@ -1225,8 +1225,8 @@ Check best-fit parameters and error estimates: Component 1: FoVBackgroundModel - Name : 7IjrVxjh-bkg - Datasets names : ['7IjrVxjh'] + Name : fqj_3d_w-bkg + Datasets names : ['fqj_3d_w'] Spectral model type : PowerLawNormSpectralModel Parameters: norm : 1.118 +/- 0.01 @@ -1235,8 +1235,8 @@ Check best-fit parameters and error estimates: Component 2: FoVBackgroundModel - Name : dzXolsE0-bkg - Datasets names : ['dzXolsE0'] + Name : b13KFSK6-bkg + Datasets names : ['b13KFSK6'] Spectral model type : PowerLawNormSpectralModel Parameters: norm : 1.119 +/- 0.01 @@ -1245,8 +1245,8 @@ Check best-fit parameters and error estimates: Component 3: FoVBackgroundModel - Name : S2u7Bolz-bkg - Datasets names : ['S2u7Bolz'] + Name : zyGm1Ysk-bkg + Datasets names : ['zyGm1Ysk'] Spectral model type : PowerLawNormSpectralModel Parameters: norm : 1.111 +/- 0.01 @@ -1375,7 +1375,7 @@ Exercises .. rst-class:: sphx-glr-timing - **Total running time of the script:** ( 0 minutes 59.987 seconds) + **Total running time of the script:** ( 0 minutes 52.559 seconds) .. _sphx_glr_download_tutorials_analysis-3d_analysis_3d.py: 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 2893e1f6a0f..ab7c1f9b0f0 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 @@ -811,15 +811,15 @@ profile to compute the flux and flux error.
Table length=5 -
e_refe_mine_maxdndednde_errpdnde_errndnde_ulsqrt_tsis_ul
GeVGeVGeV1 / (cm2 GeV s)1 / (cm2 GeV s)1 / (cm2 GeV s)1 / (cm2 GeV s)
float64float64float64float64float64float64float64float32bool
+
- - - - - + + + + +
e_refe_mine_maxdndednde_errtssqrt_tsnprednpred_excessstatcountssuccess
TeVTeVTeV1 / (cm2 s TeV)1 / (cm2 s TeV)
float64float64float64float64float64float64float64float64[1]float32[1]float64float64[1]bool
1.3750.9462.0001.447e-121.783e-13152.51312.350105.7752244878226383.8989213.412106.0True
2.6992.0003.6413.563e-134.835e-14150.65412.27473.0251191219844263.132472.24573.0True
5.2953.6417.7007.332e-141.138e-14121.57011.02653.98359208475904647.4558750.62454.0True
11.1987.70016.2846.353e-152.154e-1521.7894.66813.18842983819716610.6604475.74413.0True
21.97116.28429.6451.109e-156.938e-166.2502.5004.14531053887243.1979892.8994.0True
1.3750.9462.0001.447e-121.783e-13152.51312.350105.7752244874736883.8989213.412106.0True
2.6992.0003.6413.563e-134.835e-14150.65412.27473.0251191214878963.132472.24573.0True
5.2953.6417.7007.332e-141.138e-14121.57011.02653.9835920848837647.4558750.62454.0True
11.1987.70016.2846.353e-152.154e-1521.7894.66813.18842983819364910.6604475.74413.0True
21.97116.28429.6451.109e-156.938e-166.2502.5004.1453105388128773.1979892.8994.0True

@@ -905,7 +905,7 @@ What next? .. rst-class:: sphx-glr-timing - **Total running time of the script:** ( 0 minutes 28.757 seconds) + **Total running time of the script:** ( 0 minutes 22.812 seconds) .. _sphx_glr_download_tutorials_analysis-3d_cta_data_analysis.py: diff --git a/docs/dev/_sources/tutorials/analysis-3d/event_sampling.rst.txt b/docs/dev/_sources/tutorials/analysis-3d/event_sampling.rst.txt index 82ce3394d6b..4fcb218e34c 100644 --- a/docs/dev/_sources/tutorials/analysis-3d/event_sampling.rst.txt +++ b/docs/dev/_sources/tutorials/analysis-3d/event_sampling.rst.txt @@ -691,8 +691,8 @@ Let’s fit the data and look at the results: method : migrad success : True message : Optimization terminated successfully. - nfev : 100 - total stat : 76404.78 + nfev : 102 + total stat : 76404.71 CovarianceResult @@ -1188,7 +1188,7 @@ Exercises .. rst-class:: sphx-glr-timing - **Total running time of the script:** ( 1 minutes 4.567 seconds) + **Total running time of the script:** ( 0 minutes 56.707 seconds) .. _sphx_glr_download_tutorials_analysis-3d_event_sampling.py: 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 2a362b0ed9d..8d1a95a92f9 100644 --- a/docs/dev/_sources/tutorials/analysis-3d/flux_profiles.rst.txt +++ b/docs/dev/_sources/tutorials/analysis-3d/flux_profiles.rst.txt @@ -375,7 +375,7 @@ We can see the full configuration by printing the estimator object: -------------------- energy_edges : [ 10. 2000.] GeV - fit : + fit : n_jobs : None n_sigma : 1 n_sigma_ul : 2 @@ -608,11 +608,11 @@ using: 0.5882352941176467 0.9803921568627443 0.7843137254901955 ... 163.0 True 0.9803921568627443 1.3725490196078436 1.176470588235294 ... 448.0 True 1.3725490196078436 1.764705882352942 1.5686274509803928 ... 599.0 True - 1.764705882352942 2.15686274509804 1.960784313725491 ... 354.0 True - 2.15686274509804 2.549019607843138 2.3529411764705888 ... 367.0 True - 2.549019607843138 2.941176470588236 2.745098039215687 ... 339.0 True - 2.941176470588236 3.3333333333333344 3.137254901960785 ... 531.0 True - 3.3333333333333344 3.725490196078432 3.529411764705883 ... 458.0 True + 1.764705882352942 2.1568627450980404 1.9607843137254912 ... 354.0 True + 2.1568627450980404 2.549019607843138 2.352941176470589 ... 367.0 True + 2.549019607843138 2.9411764705882364 2.745098039215687 ... 339.0 True + 2.9411764705882364 3.333333333333335 3.1372549019607856 ... 531.0 True + 3.333333333333335 3.7254901960784315 3.529411764705883 ... 458.0 True ... ... ... ... ... ... 15.882352941176466 16.274509803921596 16.07843137254903 ... 321.0 True 16.274509803921596 16.666666666666696 16.470588235294144 ... 421.0 True @@ -620,9 +620,9 @@ using: 17.058823529411775 17.4509803921569 17.254901960784338 ... 374.0 True 17.4509803921569 17.843137254902004 17.647058823529452 ... 370.0 True 17.843137254902004 18.235294117647083 18.039215686274545 ... 410.0 True - 18.235294117647083 18.627450980392158 18.43137254901962 ... 336.0 True - 18.627450980392158 19.01960784313726 18.82352941176471 ... 172.0 True - 19.01960784313726 19.41176470588239 19.215686274509824 ... 0.0 False + 18.235294117647083 18.62745098039216 18.43137254901962 ... 336.0 True + 18.62745098039216 19.019607843137262 18.82352941176471 ... 172.0 True + 19.019607843137262 19.41176470588239 19.215686274509828 ... 0.0 False 19.41176470588239 19.803921568627494 19.607843137254942 ... 0.0 False Length = 51 rows @@ -800,7 +800,7 @@ And now plot the points together with the likelihood profiles: .. rst-class:: sphx-glr-timing - **Total running time of the script:** ( 0 minutes 33.105 seconds) + **Total running time of the script:** ( 0 minutes 27.527 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 3119cfaa36f..668d7974313 100644 --- a/docs/dev/_sources/tutorials/analysis-3d/sg_execution_times.rst.txt +++ b/docs/dev/_sources/tutorials/analysis-3d/sg_execution_times.rst.txt @@ -6,20 +6,20 @@ Computation times ================= -**03:40.794** total execution time for **tutorials_analysis-3d** files: +**03:09.964** total execution time for **tutorials_analysis-3d** files: +---------------------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_tutorials_analysis-3d_event_sampling.py` (``event_sampling.py``) | 01:04.567 | 0.0 MB | +| :ref:`sphx_glr_tutorials_analysis-3d_event_sampling.py` (``event_sampling.py``) | 00:56.707 | 0.0 MB | +---------------------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_tutorials_analysis-3d_analysis_3d.py` (``analysis_3d.py``) | 00:59.987 | 0.0 MB | +| :ref:`sphx_glr_tutorials_analysis-3d_analysis_3d.py` (``analysis_3d.py``) | 00:52.559 | 0.0 MB | +---------------------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_tutorials_analysis-3d_flux_profiles.py` (``flux_profiles.py``) | 00:33.105 | 0.0 MB | +| :ref:`sphx_glr_tutorials_analysis-3d_flux_profiles.py` (``flux_profiles.py``) | 00:27.527 | 0.0 MB | +---------------------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_tutorials_analysis-3d_cta_data_analysis.py` (``cta_data_analysis.py``) | 00:28.757 | 0.0 MB | +| :ref:`sphx_glr_tutorials_analysis-3d_cta_data_analysis.py` (``cta_data_analysis.py``) | 00:22.812 | 0.0 MB | +---------------------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_tutorials_analysis-3d_simulate_3d.py` (``simulate_3d.py``) | 00:19.598 | 0.0 MB | +| :ref:`sphx_glr_tutorials_analysis-3d_simulate_3d.py` (``simulate_3d.py``) | 00:18.059 | 0.0 MB | +---------------------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_tutorials_analysis-3d_analysis_mwl.py` (``analysis_mwl.py``) | 00:08.606 | 0.0 MB | +| :ref:`sphx_glr_tutorials_analysis-3d_analysis_mwl.py` (``analysis_mwl.py``) | 00:07.043 | 0.0 MB | +---------------------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_tutorials_analysis-3d_event_sampling_nrg_depend_models.py` (``event_sampling_nrg_depend_models.py``) | 00:06.174 | 0.0 MB | +| :ref:`sphx_glr_tutorials_analysis-3d_event_sampling_nrg_depend_models.py` (``event_sampling_nrg_depend_models.py``) | 00:05.258 | 0.0 MB | +---------------------------------------------------------------------------------------------------------------------+-----------+--------+ diff --git a/docs/dev/_sources/tutorials/analysis-3d/simulate_3d.rst.txt b/docs/dev/_sources/tutorials/analysis-3d/simulate_3d.rst.txt index 221e6c4df5a..d9e39b10761 100644 --- a/docs/dev/_sources/tutorials/analysis-3d/simulate_3d.rst.txt +++ b/docs/dev/_sources/tutorials/analysis-3d/simulate_3d.rst.txt @@ -300,9 +300,9 @@ the `selection` of the maps that you want to produce Name : dataset-simu - Total counts : 169990 + Total counts : 169681 Total background counts : 161250.95 - Total excess counts : 8739.05 + Total excess counts : 8430.05 Predicted counts : 169871.61 Predicted background counts : 161250.95 @@ -315,7 +315,7 @@ the `selection` of the maps that you want to produce Number of fit bins : 804492 Fit statistic type : cash - Fit statistic value (-2 log(L)) : 564303.37 + Fit statistic value (-2 log(L)) : 562728.83 Number of models : 2 Number of parameters : 11 @@ -384,7 +384,7 @@ tutorial. .. code-block:: none - interactive(children=(SelectionSlider(continuous_update=False, description='Select energy:', layout=Layout(width='50%'), options=('100 GeV - 167 GeV', '167 GeV - 278 GeV', '278 GeV - 464 GeV', '464 GeV - 774 GeV', '774 GeV - 1.29 TeV', '1.29 TeV - 2.15 TeV', '2.15 TeV - 3.59 TeV', '3.59 TeV - 5.99 TeV', '5.99 TeV - 10.0 TeV'), style=SliderStyle(description_width='initial'), value='100 GeV - 167 GeV'), RadioButtons(description='Select stretch:', options=('linear', 'sqrt', 'log'), style=DescriptionStyle(description_width='initial'), value='linear'), Output()), _dom_classes=('widget-interact',)) + interactive(children=(SelectionSlider(continuous_update=False, description='Select energy:', layout=Layout(width='50%'), options=('100 GeV - 167 GeV', '167 GeV - 278 GeV', '278 GeV - 464 GeV', '464 GeV - 774 GeV', '774 GeV - 1.29 TeV', '1.29 TeV - 2.15 TeV', '2.15 TeV - 3.59 TeV', '3.59 TeV - 5.99 TeV', '5.99 TeV - 10.00 TeV'), style=SliderStyle(description_width='initial'), value='100 GeV - 167 GeV'), RadioButtons(description='Select stretch:', options=('linear', 'sqrt', 'log'), style=DescriptionStyle(description_width='initial'), value='linear'), Output()), _dom_classes=('widget-interact',)) @@ -534,12 +534,12 @@ Compare the injected and fitted models: Spatial model type : GaussianSpatialModel Temporal model type : Parameters: - index : 3.009 +/- 0.02 - amplitude : 9.70e-12 +/- 3.3e-13 1 / (cm2 s TeV) + index : 2.970 +/- 0.02 + amplitude : 1.03e-11 +/- 3.3e-13 1 / (cm2 s TeV) reference (frozen): 1.000 TeV - lon_0 : 0.213 +/- 0.01 deg - lat_0 : 0.101 +/- 0.01 deg - sigma : 0.296 +/- 0.00 deg + lon_0 : 0.198 +/- 0.01 deg + lat_0 : 0.100 +/- 0.01 deg + sigma : 0.300 +/- 0.00 deg e (frozen): 0.000 phi (frozen): 0.000 deg @@ -569,12 +569,12 @@ Get the errors on the fitted parameters from the parameter table type name value unit ... frozen is_norm link prior -------- --------- ---------- -------------- ... ------ ------- ---- ----- - spectral index 3.0085e+00 ... False False None - spectral amplitude 9.6952e-12 cm-2 s-1 TeV-1 ... False True None + spectral index 2.9700e+00 ... False False None + spectral amplitude 1.0270e-11 cm-2 s-1 TeV-1 ... False True None spectral reference 1.0000e+00 TeV ... True False None - spatial lon_0 2.1286e-01 deg ... False False None - spatial lat_0 1.0112e-01 deg ... False False None - spatial sigma 2.9573e-01 deg ... False False None + spatial lon_0 1.9828e-01 deg ... False False None + spatial lat_0 9.9928e-02 deg ... False False None + spatial sigma 2.9959e-01 deg ... False False None spatial e 0.0000e+00 ... True False None spatial phi 0.0000e+00 deg ... True False None spectral norm 1.0000e+00 ... True True None @@ -587,7 +587,7 @@ Get the errors on the fitted parameters from the parameter table .. rst-class:: sphx-glr-timing - **Total running time of the script:** ( 0 minutes 19.598 seconds) + **Total running time of the script:** ( 0 minutes 18.059 seconds) .. _sphx_glr_download_tutorials_analysis-3d_simulate_3d.py: diff --git a/docs/dev/_sources/tutorials/analysis-time/light_curve.rst.txt b/docs/dev/_sources/tutorials/analysis-time/light_curve.rst.txt index 87adc77457a..a869da452a7 100644 --- a/docs/dev/_sources/tutorials/analysis-time/light_curve.rst.txt +++ b/docs/dev/_sources/tutorials/analysis-time/light_curve.rst.txt @@ -422,13 +422,13 @@ The LightCurve object contains a table which we can explore. .. code-block:: none - time_min time_max ... flux_err - ... 1 / (cm2 s) - ------------------ ----------------- ... ---------------------- - 53343.92234009259 53343.94186555556 ... 2.120583411386905e-12 - 53343.95421509259 53343.97369425926 ... 2.1406685899542013e-12 - 53345.96198129629 53345.98149518518 ... 2.789371547331029e-12 - 53347.913196574074 53347.93271046296 ... 2.91417246114111e-12 + time_min time_max ... flux_err + ... 1 / (cm2 s) + ------------------ ----------------- ... --------------------- + 53343.92234009259 53343.94186555556 ... 2.120583411501185e-12 + 53343.95421509259 53343.97369425926 ... 2.140668561207703e-12 + 53345.96198129629 53345.98149518518 ... 2.789371543900028e-12 + 53347.913196574074 53347.93271046296 ... 2.914172434229432e-12 @@ -631,10 +631,10 @@ Extracting the light curve time_min time_max e_ref ... counts success TeV ... ------------------ ----------------- ------------------ ... ----------- ------- - 53343.92234009259 53343.94186555556 3.4517490659800822 ... nan .. nan True - 53343.95421509259 53343.97369425926 3.4517490659800822 ... 71.0 .. nan True - 53345.96198129629 53345.98149518518 3.4517490659800822 ... nan .. nan True - 53347.913196574074 53347.93271046296 3.4517490659800822 ... nan .. 59.0 True + 53343.92234009259 53343.94186555556 3.4517490659800814 ... nan .. 81.0 True + 53343.95421509259 53343.97369425926 3.4517490659800814 ... 71.0 .. nan True + 53345.96198129629 53345.98149518518 3.4517490659800814 ... nan .. nan True + 53347.913196574074 53347.93271046296 3.4517490659800814 ... nan .. nan True @@ -764,7 +764,7 @@ tutorial. which shows the extraction of the lightcurve of an AGN flare. .. rst-class:: sphx-glr-timing - **Total running time of the script:** ( 0 minutes 13.612 seconds) + **Total running time of the script:** ( 0 minutes 11.683 seconds) .. _sphx_glr_download_tutorials_analysis-time_light_curve.py: diff --git a/docs/dev/_sources/tutorials/analysis-time/light_curve_flare.rst.txt b/docs/dev/_sources/tutorials/analysis-time/light_curve_flare.rst.txt index 6b0ab67f5a2..07a8dd31581 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 @@ -572,7 +572,7 @@ Finally we plot the result for the 1D lightcurve: .. rst-class:: sphx-glr-timing - **Total running time of the script:** ( 0 minutes 46.430 seconds) + **Total running time of the script:** ( 0 minutes 39.361 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 4f43237fdc2..f2155c329ed 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 @@ -451,16 +451,16 @@ quick look into our datasets. name counts excess ... n_fit_bins stat_type stat_sum ... --------- ------ ------------------ ... ---------- --------- ------------------- - dataset-0 847 826.6812133789062 ... 9 cash nan - dataset-1 318 308.76419591747674 ... 9 cash -1938.194661412303 - dataset-2 318 308.3947637541758 ... 9 cash -1930.3776665818214 - dataset-3 284 269.2227134679628 ... 9 cash -1695.5172831645377 - dataset-4 208 193.22271346796282 ... 9 cash -1097.005437983728 - dataset-5 179 160.52839183495354 ... 9 cash -912.6916604897668 - dataset-6 38 23.22271346796283 ... 9 cash -101.84260596706339 - dataset-7 58 38.78952750835169 ... 9 cash -145.9509234625146 - dataset-8 36 20.114416978060046 ... 9 cash -69.22479412763147 - dataset-9 32 14.636688324856333 ... 9 cash -38.73501372822948 + dataset-0 870 849.6812133789062 ... 9 cash nan + dataset-1 315 305.76419591747674 ... 9 cash -1953.1781222296988 + dataset-2 299 289.3947637541758 ... 9 cash -1796.7424223438263 + dataset-3 314 299.2227134679628 ... 9 cash -1924.424443757347 + dataset-4 187 172.22271346796282 ... 9 cash -913.0613026369003 + dataset-5 182 163.52839183495354 ... 9 cash -916.1468006331176 + dataset-6 40 25.222713467962826 ... 9 cash -92.77249725531127 + dataset-7 39 19.78952750835169 ... 9 cash -90.94662177892366 + dataset-8 40 24.114416978060042 ... 9 cash -97.44626138440628 + dataset-9 39 21.636688324856333 ... 9 cash -67.07034257414193 @@ -756,10 +756,10 @@ Do a joint fit result = super().__array_ufunc__(function, method, *arrays, **kwargs) type name value unit ... frozen is_norm link prior -------- --------- ---------- -------------- ... ------ ------- ---- ----- - spectral index 2.9904e+00 ... False False None - spectral amplitude 9.7856e-12 cm-2 s-1 TeV-1 ... False True None + spectral index 2.9749e+00 ... False False None + spectral amplitude 1.0032e-11 cm-2 s-1 TeV-1 ... False True None spectral reference 1.0000e+00 TeV ... True False None - temporal t0 6.2102e+00 h ... False False None + temporal t0 6.0151e+00 h ... False False None temporal t_ref 5.8909e+04 d ... True False None @@ -786,7 +786,7 @@ Exercises .. rst-class:: sphx-glr-timing - **Total running time of the script:** ( 0 minutes 38.359 seconds) + **Total running time of the script:** ( 0 minutes 29.241 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 e5d10cd7b20..e4fb93255e3 100644 --- a/docs/dev/_sources/tutorials/analysis-time/pulsar_analysis.rst.txt +++ b/docs/dev/_sources/tutorials/analysis-time/pulsar_analysis.rst.txt @@ -513,8 +513,8 @@ Another thing that we want to do is to compute a Li&Ma test between the on-phase .. code-block:: none Number of excess counts: 44.00000000000003 - TS: 15.211770556360534 - Significance: 3.9002269877996247 + TS: 15.211770556359625 + Significance: 3.900226987799508 @@ -898,11 +898,6 @@ on the 9 observations, the spectral analysis is much better agreement between the input model and the gammapy fit. -.. rst-class:: sphx-glr-timing - - **Total running time of the script:** ( 0 minutes 10.481 seconds) - - .. _sphx_glr_download_tutorials_analysis-time_pulsar_analysis.py: .. only:: html diff --git a/docs/dev/_sources/tutorials/analysis-time/sg_execution_times.rst.txt b/docs/dev/_sources/tutorials/analysis-time/sg_execution_times.rst.txt index 9b378eb0bd2..968d3f1906a 100644 --- a/docs/dev/_sources/tutorials/analysis-time/sg_execution_times.rst.txt +++ b/docs/dev/_sources/tutorials/analysis-time/sg_execution_times.rst.txt @@ -6,14 +6,14 @@ Computation times ================= -**01:48.881** total execution time for **tutorials_analysis-time** files: +**01:29.529** total execution time for **tutorials_analysis-time** files: +---------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_tutorials_analysis-time_light_curve_flare.py` (``light_curve_flare.py``) | 00:46.430 | 0.0 MB | +| :ref:`sphx_glr_tutorials_analysis-time_light_curve_flare.py` (``light_curve_flare.py``) | 00:39.361 | 0.0 MB | +---------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_tutorials_analysis-time_light_curve_simulation.py` (``light_curve_simulation.py``) | 00:38.359 | 0.0 MB | +| :ref:`sphx_glr_tutorials_analysis-time_light_curve_simulation.py` (``light_curve_simulation.py``) | 00:29.241 | 0.0 MB | +---------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_tutorials_analysis-time_light_curve.py` (``light_curve.py``) | 00:13.612 | 0.0 MB | +| :ref:`sphx_glr_tutorials_analysis-time_light_curve.py` (``light_curve.py``) | 00:11.683 | 0.0 MB | +---------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_tutorials_analysis-time_pulsar_analysis.py` (``pulsar_analysis.py``) | 00:10.481 | 0.0 MB | +| :ref:`sphx_glr_tutorials_analysis-time_pulsar_analysis.py` (``pulsar_analysis.py``) | 00:09.244 | 0.0 MB | +---------------------------------------------------------------------------------------------------+-----------+--------+ diff --git a/docs/dev/_sources/tutorials/api/astro_dark_matter.rst.txt b/docs/dev/_sources/tutorials/api/astro_dark_matter.rst.txt index 6291a648006..c525e8cdc74 100644 --- a/docs/dev/_sources/tutorials/api/astro_dark_matter.rst.txt +++ b/docs/dev/_sources/tutorials/api/astro_dark_matter.rst.txt @@ -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 54.572 seconds) + **Total running time of the script:** ( 0 minutes 33.823 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 77c936d737a..7eff14b3253 100644 --- a/docs/dev/_sources/tutorials/api/catalog.rst.txt +++ b/docs/dev/_sources/tutorials/api/catalog.rst.txt @@ -1430,14 +1430,14 @@ The flux points are available via the `~gammapy.catalog.SourceCatalogObject.flux e_ref e_min e_max ... sqrt_ts is_ul MeV MeV MeV ... ------------------ ------------------ ------------------ ... --------- ----- - 70.71067811865478 49.99999999999999 100.00000000000004 ... 3.1173775 False - 173.20508075688775 100.00000000000004 299.99999999999994 ... 25.332525 False - 547.722557505166 299.99999999999994 999.9999999999998 ... 97.62258 False - 1732.0508075688763 999.9999999999998 2999.9999999999977 ... 141.84529 False - 5477.225575051666 2999.9999999999977 10000.00000000001 ... 135.62503 False - 17320.50807568877 10000.00000000001 30000.000000000007 ... 97.068245 False - 54772.255750516626 30000.000000000007 100000.00000000001 ... 62.05227 False - 316227.7660168382 100000.00000000001 999999.9999999995 ... 31.402712 False + 70.71067811865471 49.99999999999999 99.99999999999994 ... 3.1173775 False + 173.2050807568876 99.99999999999994 299.99999999999994 ... 25.332525 False + 547.7225575051659 299.99999999999994 999.9999999999999 ... 97.62258 False + 1732.0508075688763 999.9999999999999 2999.9999999999977 ... 141.84529 False + 5477.225575051656 2999.9999999999977 9999.99999999999 ... 135.62503 False + 17320.508075688766 9999.99999999999 30000.00000000001 ... 97.068245 False + 54772.255750516626 30000.00000000001 100000.00000000003 ... 62.05227 False + 316227.76601683814 100000.00000000003 999999.9999999995 ... 31.402712 False diff --git a/docs/dev/_sources/tutorials/api/datasets.rst.txt b/docs/dev/_sources/tutorials/api/datasets.rst.txt index a024836c35c..cdc65136c83 100644 --- a/docs/dev/_sources/tutorials/api/datasets.rst.txt +++ b/docs/dev/_sources/tutorials/api/datasets.rst.txt @@ -297,7 +297,7 @@ To see the geometry of each map, we can use: .. code-block:: none - {'geom': , 'geom_exposure': , 'geom_psf': , 'geom_edisp': } + {'geom': , 'geom_exposure': , 'geom_psf': , 'geom_edisp': } @@ -791,7 +791,7 @@ have the same `~gammapy.maps.Map.geom` as the `~gammapy.datasets.MapDataset.coun .. image-sg:: /tutorials/api/images/sphx_glr_datasets_007.png - :alt: Energy 100 GeV - 158 GeV, Energy 158 GeV - 251 GeV, Energy 251 GeV - 398 GeV, Energy 398 GeV - 631 GeV, Energy 631 GeV - 1.00 TeV, Energy 1.00 TeV - 1.58 TeV, Energy 1.58 TeV - 2.51 TeV, Energy 2.51 TeV - 3.98 TeV, Energy 3.98 TeV - 6.31 TeV, Energy 6.31 TeV - 10.0 TeV + :alt: Energy 100 GeV - 158 GeV, Energy 158 GeV - 251 GeV, Energy 251 GeV - 398 GeV, Energy 398 GeV - 631 GeV, Energy 631 GeV - 1.00 TeV, Energy 1.00 TeV - 1.58 TeV, Energy 1.58 TeV - 2.51 TeV, Energy 2.51 TeV - 3.98 TeV, Energy 3.98 TeV - 6.31 TeV, Energy 6.31 TeV - 10.00 TeV :srcset: /tutorials/api/images/sphx_glr_datasets_007.png :class: sphx-glr-single-img @@ -826,7 +826,7 @@ In addition it is possible to define a custom `~gammapy.datasets.MapDataset.mask .. image-sg:: /tutorials/api/images/sphx_glr_datasets_008.png - :alt: Energy 100 GeV - 158 GeV, Energy 158 GeV - 251 GeV, Energy 251 GeV - 398 GeV, Energy 398 GeV - 631 GeV, Energy 631 GeV - 1.00 TeV, Energy 1.00 TeV - 1.58 TeV, Energy 1.58 TeV - 2.51 TeV, Energy 2.51 TeV - 3.98 TeV, Energy 3.98 TeV - 6.31 TeV, Energy 6.31 TeV - 10.0 TeV + :alt: Energy 100 GeV - 158 GeV, Energy 158 GeV - 251 GeV, Energy 251 GeV - 398 GeV, Energy 398 GeV - 631 GeV, Energy 631 GeV - 1.00 TeV, Energy 1.00 TeV - 1.58 TeV, Energy 1.58 TeV - 2.51 TeV, Energy 2.51 TeV - 3.98 TeV, Energy 3.98 TeV - 6.31 TeV, Energy 6.31 TeV - 10.00 TeV :srcset: /tutorials/api/images/sphx_glr_datasets_008.png :class: sphx-glr-single-img @@ -1020,7 +1020,7 @@ And the same down-sampling process is possible along the energy axis: .. image-sg:: /tutorials/api/images/sphx_glr_datasets_014.png - :alt: Energy 100 GeV - 1.00 TeV, Energy 1.00 TeV - 10.0 TeV + :alt: Energy 100 GeV - 1.00 TeV, Energy 1.00 TeV - 10.00 TeV :srcset: /tutorials/api/images/sphx_glr_datasets_014.png :class: sphx-glr-single-img @@ -1152,7 +1152,7 @@ energy binning using: .. image-sg:: /tutorials/api/images/sphx_glr_datasets_015.png - :alt: Energy 100 GeV - 251 GeV, Energy 251 GeV - 1.00 TeV, Energy 1.00 TeV - 2.51 TeV, Energy 2.51 TeV - 10.0 TeV + :alt: Energy 100 GeV - 251 GeV, Energy 251 GeV - 1.00 TeV, Energy 1.00 TeV - 2.51 TeV, Energy 2.51 TeV - 10.00 TeV :srcset: /tutorials/api/images/sphx_glr_datasets_015.png :class: sphx-glr-single-img @@ -1818,7 +1818,7 @@ Or slice all datasets by a given energy range: .. rst-class:: sphx-glr-timing - **Total running time of the script:** ( 0 minutes 22.454 seconds) + **Total running time of the script:** ( 0 minutes 18.445 seconds) .. _sphx_glr_download_tutorials_api_datasets.py: diff --git a/docs/dev/_sources/tutorials/api/fitting.rst.txt b/docs/dev/_sources/tutorials/api/fitting.rst.txt index 1a9f4ecf6d8..4315f475290 100644 --- a/docs/dev/_sources/tutorials/api/fitting.rst.txt +++ b/docs/dev/_sources/tutorials/api/fitting.rst.txt @@ -516,28 +516,28 @@ properly total_stat crab.spectral.amplitude ... crab.spectral.beta ------------------ ----------------------- ... ------------------- - 30.349530550405035 3.8122425483643125e-11 ... 0.2264827111476982 - 30.349724940685938 3.8157971601581226e-11 ... 0.2264827111476982 - 30.34971209244579 3.808687936570502e-11 ... 0.2264827111476982 - 30.34953932636892 3.812951371538087e-11 ... 0.2264827111476982 - 30.349536723056637 3.8115337251905373e-11 ... 0.2264827111476982 - 30.35052105086856 3.8122425483643125e-11 ... 0.2264827111476982 - 30.350556388466543 3.8122425483643125e-11 ... 0.2264827111476982 - 30.34953910575007 3.8122425483643125e-11 ... 0.2264827111476982 - 30.349542158419318 3.8122425483643125e-11 ... 0.2264827111476982 - 30.35030398537787 3.8122425483643125e-11 ... 0.2278975306934438 + 30.349530550391602 3.812242557070182e-11 ... 0.22648271617458565 + 30.349724605711856 3.8157940469070564e-11 ... 0.22648271617458565 + 30.349711767330827 3.808691067233308e-11 ... 0.22648271617458565 + 30.349539326460118 3.8129513802456945e-11 ... 0.22648271617458565 + 30.3495367229388 3.8115337338946694e-11 ... 0.22648271617458565 + 30.350509499943833 3.812242557070182e-11 ... 0.22648271617458565 + 30.350544574975956 3.812242557070182e-11 ... 0.22648271617458565 + 30.349538997874497 3.812242557070182e-11 ... 0.22648271617458565 + 30.349542032624818 3.812242557070182e-11 ... 0.22648271617458565 + 30.350295698171635 3.812242557070182e-11 ... 0.2278900025370629 ... ... ... ... - 30.349537804239922 3.8122169596532167e-11 ... 0.22662622801631419 - 30.34953807814367 3.8122169596532167e-11 ... 0.22635140877790516 - 30.34953077463306 3.812358724314062e-11 ... 0.22648881839710966 - 30.34953075819191 3.812075194992371e-11 ... 0.22648881839710966 - 30.349530807529028 3.8122169596532167e-11 ... 0.22648881839710966 - 30.349530725254468 3.8122169596532167e-11 ... 0.22648881839710966 - 30.34953073943366 3.8122169596532167e-11 ... 0.2265163003209506 - 30.34953079334042 3.8122169596532167e-11 ... 0.22646133647326874 - 30.349535814693404 3.8129257829574434e-11 ... 0.22648881839710966 - 30.349537158300407 3.8129257829574434e-11 ... 0.22662622801631419 - 30.349559366703698 3.8122169596532167e-11 ... 0.22662622801631419 + 30.349537804307335 3.8122169660679106e-11 ... 0.2266262324806286 + 30.34953807805802 3.8122169660679106e-11 ... 0.22635141324224514 + 30.34953077464553 3.8123587307280255e-11 ... 0.22648882286143687 + 30.349530758161407 3.8120752014077956e-11 ... 0.22648882286143687 + 30.34953080752037 3.8122169660679106e-11 ... 0.22648882286143687 + 30.349530725245106 3.8122169660679106e-11 ... 0.22648882286143687 + 30.34953073943991 3.8122169660679106e-11 ... 0.2265163047852752 + 30.349530793316045 3.8122169660679106e-11 ... 0.2264613409375985 + 30.349535814793757 3.812925789368485e-11 ... 0.22648882286143687 + 30.349537158475616 3.812925789368485e-11 ... 0.2266262324806286 + 30.349559366772695 3.8122169660679106e-11 ... 0.2266262324806286 Length = 37 rows @@ -652,10 +652,10 @@ You can access it directly with: .. code-block:: none - [[ 1.25743553e-23 0.00000000e+00 4.54676837e-13 -1.17016482e-13] + [[ 1.25743552e-23 0.00000000e+00 4.54676840e-13 -1.17016488e-13] [ 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00] - [ 4.54676837e-13 0.00000000e+00 6.89492144e-02 -3.31139074e-02] - [-1.17016482e-13 0.00000000e+00 -3.31139074e-02 1.95024543e-02]] + [ 4.54676840e-13 0.00000000e+00 6.89492164e-02 -3.31139089e-02] + [-1.17016488e-13 0.00000000e+00 -3.31139089e-02 1.95024553e-02]] @@ -694,7 +694,7 @@ And you can plot the total parameter correlation as well: .. code-block:: none - 0.2625818241224747 + 0.2625818280340766 @@ -1111,7 +1111,7 @@ in. .. rst-class:: sphx-glr-timing - **Total running time of the script:** ( 0 minutes 19.072 seconds) + **Total running time of the script:** ( 0 minutes 16.242 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 795175329a3..4f326043075 100644 --- a/docs/dev/_sources/tutorials/api/makers.rst.txt +++ b/docs/dev/_sources/tutorials/api/makers.rst.txt @@ -173,7 +173,7 @@ object. This is illustrated in the following example: MapDataset ---------- - Name : 6fjzUmIt + Name : bnu8wCbI Total counts : 0 Total background counts : 0.00 @@ -344,7 +344,7 @@ observational data using the `~gammapy.makers.MapDatasetMaker`: MapDataset ---------- - Name : y7nSBf1h + Name : 87wTpZw6 Total counts : 2016 Total background counts : 1866.72 @@ -596,7 +596,7 @@ dataset per observation is stacked into a larger map. MapDataset ---------- - Name : AEGkgTyZ + Name : R8OfaLr4 Total counts : 7972 Total background counts : 7555.42 @@ -671,30 +671,30 @@ allow to use multiple processes on run. Dataset 0: Type : MapDataset - Name : ctUaMRW2 + Name : ww-zOiu3 Instrument : HESS - Models : ['ctUaMRW2-bkg'] + Models : ['ww-zOiu3-bkg'] Dataset 1: Type : MapDataset - Name : nZv6GAEU + Name : TIcEAazq Instrument : HESS - Models : ['nZv6GAEU-bkg'] + Models : ['TIcEAazq-bkg'] Dataset 2: Type : MapDataset - Name : VzbPvIUU + Name : bkCJMWca Instrument : HESS - Models : ['VzbPvIUU-bkg'] + Models : ['bkCJMWca-bkg'] Dataset 3: Type : MapDataset - Name : gsCyOEdb + Name : hlkDG79S Instrument : HESS - Models : ['gsCyOEdb-bkg'] + Models : ['hlkDG79S-bkg'] @@ -799,7 +799,7 @@ Here is an example of data reduction loop to create .. rst-class:: sphx-glr-timing - **Total running time of the script:** ( 0 minutes 21.731 seconds) + **Total running time of the script:** ( 0 minutes 19.549 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 764cef62ec4..ad7fcedf816 100644 --- a/docs/dev/_sources/tutorials/api/maps.rst.txt +++ b/docs/dev/_sources/tutorials/api/maps.rst.txt @@ -1047,27 +1047,27 @@ show the information: CHANNEL ENERGY E_MIN ... TIME TIME_MIN TIME_MAX TeV TeV ... h h h ------- ------------------ ------------------ ... ---- -------- -------- - 0 1.778279410038923 1.0 ... 0.5 0.0 1.0 - 1 5.623413251903492 3.1622776601683795 ... 0.5 0.0 1.0 - 2 17.78279410038923 10.000000000000002 ... 0.5 0.0 1.0 - 3 56.234132519034915 31.62277660168379 ... 0.5 0.0 1.0 - 4 1.778279410038923 1.0 ... 1.5 1.0 2.0 - 5 5.623413251903492 3.1622776601683795 ... 1.5 1.0 2.0 - 6 17.78279410038923 10.000000000000002 ... 1.5 1.0 2.0 - 7 56.234132519034915 31.62277660168379 ... 1.5 1.0 2.0 - 8 1.778279410038923 1.0 ... 2.5 2.0 3.0 - 9 5.623413251903492 3.1622776601683795 ... 2.5 2.0 3.0 + 0 1.7782794100389228 1.0 ... 0.5 0.0 1.0 + 1 5.62341325190349 3.162277660168379 ... 0.5 0.0 1.0 + 2 17.78279410038922 9.999999999999998 ... 0.5 0.0 1.0 + 3 56.234132519034866 31.622776601683793 ... 0.5 0.0 1.0 + 4 1.7782794100389228 1.0 ... 1.5 1.0 2.0 + 5 5.62341325190349 3.162277660168379 ... 1.5 1.0 2.0 + 6 17.78279410038922 9.999999999999998 ... 1.5 1.0 2.0 + 7 56.234132519034866 31.622776601683793 ... 1.5 1.0 2.0 + 8 1.7782794100389228 1.0 ... 2.5 2.0 3.0 + 9 5.62341325190349 3.162277660168379 ... 2.5 2.0 3.0 ... ... ... ... ... ... ... - 86 17.78279410038923 10.000000000000002 ... 21.5 21.0 22.0 - 87 56.234132519034915 31.62277660168379 ... 21.5 21.0 22.0 - 88 1.778279410038923 1.0 ... 22.5 22.0 23.0 - 89 5.623413251903492 3.1622776601683795 ... 22.5 22.0 23.0 - 90 17.78279410038923 10.000000000000002 ... 22.5 22.0 23.0 - 91 56.234132519034915 31.62277660168379 ... 22.5 22.0 23.0 - 92 1.778279410038923 1.0 ... 23.5 23.0 24.0 - 93 5.623413251903492 3.1622776601683795 ... 23.5 23.0 24.0 - 94 17.78279410038923 10.000000000000002 ... 23.5 23.0 24.0 - 95 56.234132519034915 31.62277660168379 ... 23.5 23.0 24.0 + 86 17.78279410038922 9.999999999999998 ... 21.5 21.0 22.0 + 87 56.234132519034866 31.622776601683793 ... 21.5 21.0 22.0 + 88 1.7782794100389228 1.0 ... 22.5 22.0 23.0 + 89 5.62341325190349 3.162277660168379 ... 22.5 22.0 23.0 + 90 17.78279410038922 9.999999999999998 ... 22.5 22.0 23.0 + 91 56.234132519034866 31.622776601683793 ... 22.5 22.0 23.0 + 92 1.7782794100389228 1.0 ... 23.5 23.0 24.0 + 93 5.62341325190349 3.162277660168379 ... 23.5 23.0 24.0 + 94 17.78279410038922 9.999999999999998 ... 23.5 23.0 24.0 + 95 56.234132519034866 31.622776601683793 ... 23.5 23.0 24.0 Length = 96 rows @@ -2153,7 +2153,7 @@ are not the same, we can make them consistent using the `vmin` and .. image-sg:: /tutorials/api/images/sphx_glr_maps_005.png - :alt: Energy 10.0 GeV - 15.6 GeV, Energy 15.6 GeV - 24.2 GeV, Energy 24.2 GeV - 37.6 GeV, Energy 37.6 GeV - 58.5 GeV, Energy 58.5 GeV - 90.9 GeV, Energy 90.9 GeV - 141 GeV, Energy 141 GeV - 220 GeV, Energy 220 GeV - 342 GeV, Energy 342 GeV - 532 GeV, Energy 532 GeV - 827 GeV, Energy 827 GeV - 1.29 TeV, Energy 1.29 TeV - 2.00 TeV + :alt: Energy 10.00 GeV - 15.6 GeV, Energy 15.6 GeV - 24.2 GeV, Energy 24.2 GeV - 37.6 GeV, Energy 37.6 GeV - 58.5 GeV, Energy 58.5 GeV - 90.9 GeV, Energy 90.9 GeV - 141 GeV, Energy 141 GeV - 220 GeV, Energy 220 GeV - 342 GeV, Energy 342 GeV - 532 GeV, Energy 532 GeV - 827 GeV, Energy 827 GeV - 1.29 TeV, Energy 1.29 TeV - 2.00 TeV :srcset: /tutorials/api/images/sphx_glr_maps_005.png :class: sphx-glr-single-img diff --git a/docs/dev/_sources/tutorials/api/mask_maps.rst.txt b/docs/dev/_sources/tutorials/api/mask_maps.rst.txt index 9abdc55ffab..4a87f2484c5 100644 --- a/docs/dev/_sources/tutorials/api/mask_maps.rst.txt +++ b/docs/dev/_sources/tutorials/api/mask_maps.rst.txt @@ -250,7 +250,7 @@ a `mask_fit` it is equal to the safe energy range. .. code-block:: none - Fit range : (, ) + Fit range : (, ) @@ -307,7 +307,7 @@ edges closest to requested range provide the actual fit range. .. code-block:: none - Fit range : (, ) + Fit range : (, ) diff --git a/docs/dev/_sources/tutorials/api/model_management.rst.txt b/docs/dev/_sources/tutorials/api/model_management.rst.txt index dcd1ebd35e5..8a5d7f9921e 100644 --- a/docs/dev/_sources/tutorials/api/model_management.rst.txt +++ b/docs/dev/_sources/tutorials/api/model_management.rst.txt @@ -1567,7 +1567,7 @@ associated models, ie, with yaml and fits files. eg: .. rst-class:: sphx-glr-timing - **Total running time of the script:** ( 0 minutes 14.229 seconds) + **Total running time of the script:** ( 0 minutes 11.301 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 a877a18ea6e..446bf932b4e 100644 --- a/docs/dev/_sources/tutorials/api/models.rst.txt +++ b/docs/dev/_sources/tutorials/api/models.rst.txt @@ -339,7 +339,7 @@ energy flux in a given energy range: .. code-block:: none 2.108034597491956e-12 1 / (cm2 s) - 4.982075849517389e-12 TeV / (cm2 s) + 4.982075849517391e-12 TeV / (cm2 s) @@ -1209,7 +1209,7 @@ generated: .. code-block:: none - d1n-0yPD + MA76GmMm @@ -1403,7 +1403,7 @@ existing FITS file: SkyModel - Name : wkA7Pcq1 + Name : uvtoOxlY Datasets names : None Spectral model type : PowerLawNormSpectralModel Spatial model type : TemplateSpatialModel @@ -1539,7 +1539,7 @@ multiple model components, Gammapy has a `Models` class: Component 1: SkyModel - Name : wkA7Pcq1 + Name : uvtoOxlY Datasets names : None Spectral model type : PowerLawNormSpectralModel Spatial model type : TemplateSpatialModel @@ -1623,7 +1623,7 @@ To see which models are available you can use the ``.names`` attribute: .. code-block:: none - ['my-source', 'wkA7Pcq1'] + ['my-source', 'uvtoOxlY'] @@ -1723,7 +1723,7 @@ format: value: 2.0 unit: d scale: utc - - name: wkA7Pcq1 + - name: uvtoOxlY type: SkyModel spectral: type: PowerLawNormSpectralModel @@ -1860,8 +1860,8 @@ amplitudes: .. code-block:: none - Parameter(name='index', value=2.3, factor=2.3, scale=1.0, unit=Unit(dimensionless), min=1.0, max=5.0, frozen=False, prior=None, id=0x7f2770a8e940) - 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=0x7f2770a8e940) + 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=0x7f40036a09a0) + 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=0x7f40036a09a0) @@ -1900,7 +1900,7 @@ In the YAML files the shared parameter is flagged by the additional value: 2.3 min: 1.0 max: 5.0 - link: index@KXXGbhZK + link: index@2ar-dNV6 - name: amplitude value: 2.7e-12 unit: cm-2 s-1 TeV-1 @@ -1916,7 +1916,7 @@ In the YAML files the shared parameter is flagged by the additional value: 2.3 min: 1.0 max: 5.0 - link: index@KXXGbhZK + link: index@2ar-dNV6 - name: amplitude value: 1.0e-12 unit: cm-2 s-1 TeV-1 @@ -2049,7 +2049,7 @@ This model can now be used as any other spectral model in Gammapy: spectral reference 1.0000e+00 TeV ... True False None spectral mean 3.0000e+00 TeV ... False False None spectral width 1.0000e-01 TeV ... True False None - 1.1442739329466746e-12 1 / (cm2 s) + 1.1442739329466718e-12 1 / (cm2 s) @@ -2238,7 +2238,7 @@ To visualise it, we evaluate it on a 3D geom. .. image-sg:: /tutorials/api/images/sphx_glr_models_009.png - :alt: Energy_true 100 GeV - 464 GeV, Energy_true 464 GeV - 2.15 TeV, Energy_true 2.15 TeV - 10.0 TeV + :alt: Energy_true 100 GeV - 464 GeV, Energy_true 464 GeV - 2.15 TeV, Energy_true 2.15 TeV - 10.00 TeV :srcset: /tutorials/api/images/sphx_glr_models_009.png :class: sphx-glr-single-img diff --git a/docs/dev/_sources/tutorials/api/sg_execution_times.rst.txt b/docs/dev/_sources/tutorials/api/sg_execution_times.rst.txt index 058e1e2aa49..b1d30029b44 100644 --- a/docs/dev/_sources/tutorials/api/sg_execution_times.rst.txt +++ b/docs/dev/_sources/tutorials/api/sg_execution_times.rst.txt @@ -6,24 +6,24 @@ Computation times ================= -**02:33.493** total execution time for **tutorials_api** files: +**01:58.013** total execution time for **tutorials_api** files: +-------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_tutorials_api_astro_dark_matter.py` (``astro_dark_matter.py``) | 00:54.572 | 0.0 MB | +| :ref:`sphx_glr_tutorials_api_astro_dark_matter.py` (``astro_dark_matter.py``) | 00:33.823 | 0.0 MB | +-------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_tutorials_api_datasets.py` (``datasets.py``) | 00:22.454 | 0.0 MB | +| :ref:`sphx_glr_tutorials_api_makers.py` (``makers.py``) | 00:19.549 | 0.0 MB | +-------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_tutorials_api_makers.py` (``makers.py``) | 00:21.731 | 0.0 MB | +| :ref:`sphx_glr_tutorials_api_datasets.py` (``datasets.py``) | 00:18.445 | 0.0 MB | +-------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_tutorials_api_fitting.py` (``fitting.py``) | 00:19.072 | 0.0 MB | +| :ref:`sphx_glr_tutorials_api_fitting.py` (``fitting.py``) | 00:16.242 | 0.0 MB | +-------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_tutorials_api_model_management.py` (``model_management.py``) | 00:14.229 | 0.0 MB | +| :ref:`sphx_glr_tutorials_api_model_management.py` (``model_management.py``) | 00:11.301 | 0.0 MB | +-------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_tutorials_api_catalog.py` (``catalog.py``) | 00:09.718 | 0.0 MB | +| :ref:`sphx_glr_tutorials_api_catalog.py` (``catalog.py``) | 00:08.621 | 0.0 MB | +-------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_tutorials_api_models.py` (``models.py``) | 00:04.532 | 0.0 MB | +| :ref:`sphx_glr_tutorials_api_models.py` (``models.py``) | 00:03.659 | 0.0 MB | +-------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_tutorials_api_maps.py` (``maps.py``) | 00:04.021 | 0.0 MB | +| :ref:`sphx_glr_tutorials_api_maps.py` (``maps.py``) | 00:03.520 | 0.0 MB | +-------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_tutorials_api_mask_maps.py` (``mask_maps.py``) | 00:03.165 | 0.0 MB | +| :ref:`sphx_glr_tutorials_api_mask_maps.py` (``mask_maps.py``) | 00:02.853 | 0.0 MB | +-------------------------------------------------------------------------------+-----------+--------+ diff --git a/docs/dev/_sources/tutorials/data/cta.rst.txt b/docs/dev/_sources/tutorials/data/cta.rst.txt index 2c84056c1cd..5ae2c9fe836 100644 --- a/docs/dev/_sources/tutorials/data/cta.rst.txt +++ b/docs/dev/_sources/tutorials/data/cta.rst.txt @@ -523,7 +523,7 @@ Notes: /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/astropy/units/core.py:2097: UnitsWarning: '1/s/MeV/sr' did not parse as fits unit: Numeric factor not supported by FITS If this is meant to be a custom unit, define it with 'u.def_unit'. To have it recognized inside a file reader or other code, enable it with 'u.add_enabled_units'. For details, see https://docs.astropy.org/en/latest/units/combining_and_defining.html warnings.warn(msg, UnitsWarning) - {'aeff': , 'psf': , 'edisp': , 'bkg': } + {'aeff': , 'psf': , 'edisp': , 'bkg': } diff --git a/docs/dev/_sources/tutorials/data/fermi_lat.rst.txt b/docs/dev/_sources/tutorials/data/fermi_lat.rst.txt index 41322b861a7..b31bc3e3c9a 100644 --- a/docs/dev/_sources/tutorials/data/fermi_lat.rst.txt +++ b/docs/dev/_sources/tutorials/data/fermi_lat.rst.txt @@ -1107,11 +1107,6 @@ welcome! -.. rst-class:: sphx-glr-timing - - **Total running time of the script:** ( 0 minutes 10.967 seconds) - - .. _sphx_glr_download_tutorials_data_fermi_lat.py: .. only:: html diff --git a/docs/dev/_sources/tutorials/data/hawc.rst.txt b/docs/dev/_sources/tutorials/data/hawc.rst.txt index 86b28ae5118..156eb9e68bb 100644 --- a/docs/dev/_sources/tutorials/data/hawc.rst.txt +++ b/docs/dev/_sources/tutorials/data/hawc.rst.txt @@ -573,7 +573,7 @@ And make significance maps to check that the Crab is visible .. image-sg:: /tutorials/data/images/sphx_glr_hawc_007.png - :alt: Energy 1.00 TeV - 1.78 TeV, Energy 1.78 TeV - 3.16 TeV, Energy 3.16 TeV - 5.62 TeV, Energy 5.62 TeV - 10.0 TeV, Energy 10.0 TeV - 17.8 TeV, Energy 17.8 TeV - 31.6 TeV, Energy 31.6 TeV - 56.2 TeV, Energy 56.2 TeV - 100 TeV, Energy 100 TeV - 177 TeV, Energy 177 TeV - 316 TeV + :alt: Energy 1.00 TeV - 1.78 TeV, Energy 1.78 TeV - 3.16 TeV, Energy 3.16 TeV - 5.62 TeV, Energy 5.62 TeV - 10.00 TeV, Energy 10.00 TeV - 17.8 TeV, Energy 17.8 TeV - 31.6 TeV, Energy 31.6 TeV - 56.2 TeV, Energy 56.2 TeV - 100.0 TeV, Energy 100.0 TeV - 177 TeV, Energy 177 TeV - 316 TeV :srcset: /tutorials/data/images/sphx_glr_hawc_007.png :class: sphx-glr-single-img @@ -633,7 +633,7 @@ can be used from this step. .. rst-class:: sphx-glr-timing - **Total running time of the script:** ( 0 minutes 12.269 seconds) + **Total running time of the script:** ( 0 minutes 10.762 seconds) .. _sphx_glr_download_tutorials_data_hawc.py: 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 19f92519d3e..e4632592fe3 100644 --- a/docs/dev/_sources/tutorials/data/sg_execution_times.rst.txt +++ b/docs/dev/_sources/tutorials/data/sg_execution_times.rst.txt @@ -6,14 +6,14 @@ Computation times ================= -**00:41.774** total execution time for **tutorials_data** files: +**00:35.882** total execution time for **tutorials_data** files: +----------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_tutorials_data_hawc.py` (``hawc.py``) | 00:12.269 | 0.0 MB | +| :ref:`sphx_glr_tutorials_data_hawc.py` (``hawc.py``) | 00:10.762 | 0.0 MB | +----------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_tutorials_data_fermi_lat.py` (``fermi_lat.py``) | 00:10.967 | 0.0 MB | +| :ref:`sphx_glr_tutorials_data_fermi_lat.py` (``fermi_lat.py``) | 00:09.697 | 0.0 MB | +----------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_tutorials_data_hess.py` (``hess.py``) | 00:09.652 | 0.0 MB | +| :ref:`sphx_glr_tutorials_data_hess.py` (``hess.py``) | 00:08.249 | 0.0 MB | +----------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_tutorials_data_cta.py` (``cta.py``) | 00:08.886 | 0.0 MB | +| :ref:`sphx_glr_tutorials_data_cta.py` (``cta.py``) | 00:07.173 | 0.0 MB | +----------------------------------------------------------------+-----------+--------+ diff --git a/docs/dev/_sources/tutorials/scripts/sg_execution_times.rst.txt b/docs/dev/_sources/tutorials/scripts/sg_execution_times.rst.txt index f4ad5e92c4a..8bf06037df8 100644 --- a/docs/dev/_sources/tutorials/scripts/sg_execution_times.rst.txt +++ b/docs/dev/_sources/tutorials/scripts/sg_execution_times.rst.txt @@ -6,8 +6,8 @@ Computation times ================= -**00:05.631** total execution time for **tutorials_scripts** files: +**00:05.041** total execution time for **tutorials_scripts** files: +---------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_tutorials_scripts_survey_map.py` (``survey_map.py``) | 00:05.631 | 0.0 MB | +| :ref:`sphx_glr_tutorials_scripts_survey_map.py` (``survey_map.py``) | 00:05.041 | 0.0 MB | +---------------------------------------------------------------------+-----------+--------+ diff --git a/docs/dev/_sources/tutorials/starting/analysis_1.rst.txt b/docs/dev/_sources/tutorials/starting/analysis_1.rst.txt index 34473f3062f..cd7036c49e1 100644 --- a/docs/dev/_sources/tutorials/starting/analysis_1.rst.txt +++ b/docs/dev/_sources/tutorials/starting/analysis_1.rst.txt @@ -751,7 +751,7 @@ the dataset and can be printed and plotted: .. code-block:: none - interactive(children=(SelectionSlider(continuous_update=False, description='Select energy:', layout=Layout(width='50%'), options=('1.00 TeV - 1.26 TeV', '1.26 TeV - 1.58 TeV', '1.58 TeV - 2.00 TeV', '2.00 TeV - 2.51 TeV', '2.51 TeV - 3.16 TeV', '3.16 TeV - 3.98 TeV', '3.98 TeV - 5.01 TeV', '5.01 TeV - 6.31 TeV', '6.31 TeV - 7.94 TeV', '7.94 TeV - 10.0 TeV'), style=SliderStyle(description_width='initial'), value='1.00 TeV - 1.26 TeV'), RadioButtons(description='Select stretch:', index=1, options=('linear', 'sqrt', 'log'), style=DescriptionStyle(description_width='initial'), value='sqrt'), Output()), _dom_classes=('widget-interact',)) + interactive(children=(SelectionSlider(continuous_update=False, description='Select energy:', layout=Layout(width='50%'), options=('1.00 TeV - 1.26 TeV', '1.26 TeV - 1.58 TeV', '1.58 TeV - 2.00 TeV', '2.00 TeV - 2.51 TeV', '2.51 TeV - 3.16 TeV', '3.16 TeV - 3.98 TeV', '3.98 TeV - 5.01 TeV', '5.01 TeV - 6.31 TeV', '6.31 TeV - 7.94 TeV', '7.94 TeV - 10.00 TeV'), style=SliderStyle(description_width='initial'), value='1.00 TeV - 1.26 TeV'), RadioButtons(description='Select stretch:', index=1, options=('linear', 'sqrt', 'log'), style=DescriptionStyle(description_width='initial'), value='sqrt'), Output()), _dom_classes=('widget-interact',)) @@ -971,8 +971,8 @@ Finally we run the fit: method : migrad success : True message : Optimization terminated successfully. - nfev : 267 - total stat : 19991.99 + nfev : 274 + total stat : 20773.81 CovarianceResult @@ -987,8 +987,8 @@ Finally we run the fit: method : migrad success : True message : Optimization terminated successfully. - nfev : 267 - total stat : 19991.99 + nfev : 274 + total stat : 20773.81 CovarianceResult @@ -1033,12 +1033,12 @@ This is how we can write the model back to file again: type: PowerLawSpectralModel parameters: - name: index - value: 2.5562162866385005 - error: 0.10315654975535558 + value: 2.5877389609190686 + error: 0.09556172276812099 - name: amplitude - value: 4.550357796336784e-11 + value: 4.6084948499481184e-11 unit: cm-2 s-1 TeV-1 - error: 3.733236446794972e-12 + error: 3.669683212080196e-12 - name: reference value: 1.0 unit: TeV @@ -1047,13 +1047,13 @@ This is how we can write the model back to file again: frame: icrs parameters: - name: lon_0 - value: 83.61982240026126 + value: 83.61908431421709 unit: deg - error: 0.0031424098815442214 + error: 0.0031110206218145225 - name: lat_0 - value: 22.02455110944809 + value: 22.024628798327996 unit: deg - error: 0.0029596535180933703 + error: 0.0029341113294473137 - type: FoVBackgroundModel datasets_names: - stacked @@ -1061,8 +1061,8 @@ This is how we can write the model back to file again: type: PowerLawNormSpectralModel parameters: - name: norm - value: 0.986465640409177 - error: 0.023473092113020427 + value: 0.9911758618199482 + error: 0.023215484957265727 - name: tilt value: 0.0 - name: reference @@ -1132,11 +1132,11 @@ Flux points e_ref dnde ... sqrt_ts TeV 1 / (cm2 s TeV) ... ------------------ ---------------------- ... ------------------ - 1.2589254117941673 2.3566087545160015e-11 ... 24.265126582499175 - 1.9952623149688797 8.856748140841908e-12 ... 22.402062227124972 - 3.1622776601683795 2.4889106248443096e-12 ... 16.76716352007966 - 5.011872336272724 6.1515109448095e-13 ... 11.905981572787919 - 7.943282347242818 2.4384552917645254e-13 ... 8.294084430469225 + 1.2589254117941668 2.350322521621511e-11 ... 24.229120671186884 + 1.995262314968879 8.814591444609662e-12 ... 22.36603887987846 + 3.162277660168379 2.474344368824498e-12 ... 16.731448421861675 + 5.011872336272723 6.121462719873792e-13 ... 11.903495158788706 + 7.943282347242814 2.0870035528602665e-13 ... 9.820827770975622 @@ -1213,7 +1213,7 @@ You can see how to perform a 1D spectral analysis of the same data in .. rst-class:: sphx-glr-timing - **Total running time of the script:** ( 0 minutes 31.100 seconds) + **Total running time of the script:** ( 0 minutes 27.759 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 0bf3dc17930..19132114197 100644 --- a/docs/dev/_sources/tutorials/starting/analysis_2.rst.txt +++ b/docs/dev/_sources/tutorials/starting/analysis_2.rst.txt @@ -626,7 +626,7 @@ parameter error calculation. method : migrad success : True message : Optimization terminated successfully. - nfev : 142 + nfev : 140 total stat : 16240.97 CovarianceResult @@ -665,7 +665,7 @@ The fitted parameters are visible from the model type name value ... frozen is_norm link prior ---------------- -------- --------- ---------- ... ------ ------- ---- ----- crab spectral index 2.6000e+00 ... False False None - crab spectral amplitude 4.5911e-11 ... False True None + crab spectral amplitude 4.5908e-11 ... False True None crab spectral reference 1.0000e+00 ... True False None crab spatial lon_0 8.3619e+01 ... False False None crab spatial lat_0 2.2024e+01 ... False False None @@ -798,7 +798,7 @@ can plot interactively: .. code-block:: none - interactive(children=(SelectionSlider(continuous_update=False, description='Select energy:', layout=Layout(width='50%'), options=('1.00 TeV - 1.78 TeV', '1.78 TeV - 3.16 TeV', '3.16 TeV - 5.62 TeV', '5.62 TeV - 10.0 TeV'), style=SliderStyle(description_width='initial'), value='1.00 TeV - 1.78 TeV'), RadioButtons(description='Select stretch:', options=('linear', 'sqrt', 'log'), style=DescriptionStyle(description_width='initial'), value='linear'), Output()), _dom_classes=('widget-interact',)) + interactive(children=(SelectionSlider(continuous_update=False, description='Select energy:', layout=Layout(width='50%'), options=('1.00 TeV - 1.78 TeV', '1.78 TeV - 3.16 TeV', '3.16 TeV - 5.62 TeV', '5.62 TeV - 10.00 TeV'), style=SliderStyle(description_width='initial'), value='1.00 TeV - 1.78 TeV'), RadioButtons(description='Select stretch:', options=('linear', 'sqrt', 'log'), style=DescriptionStyle(description_width='initial'), value='linear'), Output()), _dom_classes=('widget-interact',)) @@ -914,7 +914,7 @@ name. .. rst-class:: sphx-glr-timing - **Total running time of the script:** ( 0 minutes 14.773 seconds) + **Total running time of the script:** ( 0 minutes 12.971 seconds) .. _sphx_glr_download_tutorials_starting_analysis_2.py: 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 d7e8ab6b414..30205e2cf53 100644 --- a/docs/dev/_sources/tutorials/starting/sg_execution_times.rst.txt +++ b/docs/dev/_sources/tutorials/starting/sg_execution_times.rst.txt @@ -6,12 +6,12 @@ Computation times ================= -**00:47.926** total execution time for **tutorials_starting** files: +**00:42.482** total execution time for **tutorials_starting** files: +----------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_tutorials_starting_analysis_1.py` (``analysis_1.py``) | 00:31.100 | 0.0 MB | +| :ref:`sphx_glr_tutorials_starting_analysis_1.py` (``analysis_1.py``) | 00:27.759 | 0.0 MB | +----------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_tutorials_starting_analysis_2.py` (``analysis_2.py``) | 00:14.773 | 0.0 MB | +| :ref:`sphx_glr_tutorials_starting_analysis_2.py` (``analysis_2.py``) | 00:12.971 | 0.0 MB | +----------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_tutorials_starting_overview.py` (``overview.py``) | 00:02.053 | 0.0 MB | +| :ref:`sphx_glr_tutorials_starting_overview.py` (``overview.py``) | 00:01.752 | 0.0 MB | +----------------------------------------------------------------------+-----------+--------+ diff --git a/docs/dev/_sources/user-guide/model-gallery/spatial/sg_execution_times.rst.txt b/docs/dev/_sources/user-guide/model-gallery/spatial/sg_execution_times.rst.txt index baa2e11fe8b..96f77214e17 100644 --- a/docs/dev/_sources/user-guide/model-gallery/spatial/sg_execution_times.rst.txt +++ b/docs/dev/_sources/user-guide/model-gallery/spatial/sg_execution_times.rst.txt @@ -6,24 +6,24 @@ Computation times ================= -**00:02.899** total execution time for **user-guide_model-gallery_spatial** files: +**00:02.425** total execution time for **user-guide_model-gallery_spatial** files: +----------------------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_constant.py` (``plot_constant.py``) | 00:00.539 | 0.0 MB | +| :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_constant.py` (``plot_constant.py``) | 00:00.425 | 0.0 MB | +----------------------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_disk.py` (``plot_disk.py``) | 00:00.423 | 0.0 MB | +| :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_disk.py` (``plot_disk.py``) | 00:00.363 | 0.0 MB | +----------------------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_template.py` (``plot_template.py``) | 00:00.325 | 0.0 MB | +| :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_template.py` (``plot_template.py``) | 00:00.276 | 0.0 MB | +----------------------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_gen_gauss.py` (``plot_gen_gauss.py``) | 00:00.311 | 0.0 MB | +| :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_gen_gauss.py` (``plot_gen_gauss.py``) | 00:00.267 | 0.0 MB | +----------------------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_shell.py` (``plot_shell.py``) | 00:00.302 | 0.0 MB | +| :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_gauss.py` (``plot_gauss.py``) | 00:00.259 | 0.0 MB | +----------------------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_gauss.py` (``plot_gauss.py``) | 00:00.297 | 0.0 MB | +| :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_point.py` (``plot_point.py``) | 00:00.242 | 0.0 MB | +----------------------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_point.py` (``plot_point.py``) | 00:00.290 | 0.0 MB | +| :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_shell.py` (``plot_shell.py``) | 00:00.230 | 0.0 MB | +----------------------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_shell2.py` (``plot_shell2.py``) | 00:00.247 | 0.0 MB | +| :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_shell2.py` (``plot_shell2.py``) | 00:00.218 | 0.0 MB | +----------------------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_piecewise_norm_spatial.py` (``plot_piecewise_norm_spatial.py``) | 00:00.165 | 0.0 MB | +| :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_piecewise_norm_spatial.py` (``plot_piecewise_norm_spatial.py``) | 00:00.145 | 0.0 MB | +----------------------------------------------------------------------------------------------------------------------+-----------+--------+ diff --git a/docs/dev/_sources/user-guide/model-gallery/spectral/sg_execution_times.rst.txt b/docs/dev/_sources/user-guide/model-gallery/spectral/sg_execution_times.rst.txt index 86e6f4b93ad..c21bff924d3 100644 --- a/docs/dev/_sources/user-guide/model-gallery/spectral/sg_execution_times.rst.txt +++ b/docs/dev/_sources/user-guide/model-gallery/spectral/sg_execution_times.rst.txt @@ -6,46 +6,46 @@ Computation times ================= -**00:09.037** total execution time for **user-guide_model-gallery_spectral** files: +**00:07.479** total execution time for **user-guide_model-gallery_spectral** files: +-----------------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_absorbed.py` (``plot_absorbed.py``) | 00:01.337 | 0.0 MB | +| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_absorbed.py` (``plot_absorbed.py``) | 00:01.160 | 0.0 MB | +-----------------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_naima.py` (``plot_naima.py``) | 00:00.669 | 0.0 MB | +| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_naima.py` (``plot_naima.py``) | 00:00.517 | 0.0 MB | +-----------------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_smooth_broken_powerlaw.py` (``plot_smooth_broken_powerlaw.py``) | 00:00.545 | 0.0 MB | +| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_broken_powerlaw.py` (``plot_broken_powerlaw.py``) | 00:00.432 | 0.0 MB | +-----------------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_powerlaw2.py` (``plot_powerlaw2.py``) | 00:00.531 | 0.0 MB | +| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_compound.py` (``plot_compound.py``) | 00:00.428 | 0.0 MB | +-----------------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_powerlaw.py` (``plot_powerlaw.py``) | 00:00.529 | 0.0 MB | +| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_powerlaw2.py` (``plot_powerlaw2.py``) | 00:00.428 | 0.0 MB | +-----------------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_broken_powerlaw.py` (``plot_broken_powerlaw.py``) | 00:00.521 | 0.0 MB | +| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_smooth_broken_powerlaw.py` (``plot_smooth_broken_powerlaw.py``) | 00:00.423 | 0.0 MB | +-----------------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_compound.py` (``plot_compound.py``) | 00:00.512 | 0.0 MB | +| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_powerlaw.py` (``plot_powerlaw.py``) | 00:00.420 | 0.0 MB | +-----------------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_logparabola_norm_spectral.py` (``plot_logparabola_norm_spectral.py``) | 00:00.427 | 0.0 MB | +| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_powerlaw_norm_spectral.py` (``plot_powerlaw_norm_spectral.py``) | 00:00.354 | 0.0 MB | +-----------------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_powerlaw_norm_spectral.py` (``plot_powerlaw_norm_spectral.py``) | 00:00.426 | 0.0 MB | +| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_logparabola_norm_spectral.py` (``plot_logparabola_norm_spectral.py``) | 00:00.353 | 0.0 MB | +-----------------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_constant_spectral.py` (``plot_constant_spectral.py``) | 00:00.371 | 0.0 MB | +| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_constant_spectral.py` (``plot_constant_spectral.py``) | 00:00.302 | 0.0 MB | +-----------------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_super_exp_cutoff_powerlaw_4fgl.py` (``plot_super_exp_cutoff_powerlaw_4fgl.py``) | 00:00.339 | 0.0 MB | +| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_piecewise_norm_spectral.py` (``plot_piecewise_norm_spectral.py``) | 00:00.283 | 0.0 MB | +-----------------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_exp_cutoff_powerlaw_norm_spectral.py` (``plot_exp_cutoff_powerlaw_norm_spectral.py``) | 00:00.334 | 0.0 MB | +| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_exp_cutoff_powerlaw_norm_spectral.py` (``plot_exp_cutoff_powerlaw_norm_spectral.py``) | 00:00.277 | 0.0 MB | +-----------------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_super_exp_cutoff_powerlaw_3fgl.py` (``plot_super_exp_cutoff_powerlaw_3fgl.py``) | 00:00.329 | 0.0 MB | +| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_super_exp_cutoff_powerlaw_4fgl.py` (``plot_super_exp_cutoff_powerlaw_4fgl.py``) | 00:00.275 | 0.0 MB | +-----------------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_piecewise_norm_spectral.py` (``plot_piecewise_norm_spectral.py``) | 00:00.326 | 0.0 MB | +| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_super_exp_cutoff_powerlaw_4fgl_dr1.py` (``plot_super_exp_cutoff_powerlaw_4fgl_dr1.py``) | 00:00.273 | 0.0 MB | +-----------------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_gauss_spectral.py` (``plot_gauss_spectral.py``) | 00:00.319 | 0.0 MB | +| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_super_exp_cutoff_powerlaw_3fgl.py` (``plot_super_exp_cutoff_powerlaw_3fgl.py``) | 00:00.272 | 0.0 MB | +-----------------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_super_exp_cutoff_powerlaw_4fgl_dr1.py` (``plot_super_exp_cutoff_powerlaw_4fgl_dr1.py``) | 00:00.319 | 0.0 MB | +| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_gauss_spectral.py` (``plot_gauss_spectral.py``) | 00:00.272 | 0.0 MB | +-----------------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_logparabola.py` (``plot_logparabola.py``) | 00:00.308 | 0.0 MB | +| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_logparabola.py` (``plot_logparabola.py``) | 00:00.255 | 0.0 MB | +-----------------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_exp_cutoff_powerlaw.py` (``plot_exp_cutoff_powerlaw.py``) | 00:00.304 | 0.0 MB | +| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_exp_cutoff_powerlaw.py` (``plot_exp_cutoff_powerlaw.py``) | 00:00.253 | 0.0 MB | +-----------------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_template_spectral.py` (``plot_template_spectral.py``) | 00:00.298 | 0.0 MB | +| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_exp_cutoff_powerlaw_3fgl.py` (``plot_exp_cutoff_powerlaw_3fgl.py``) | 00:00.252 | 0.0 MB | +-----------------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_exp_cutoff_powerlaw_3fgl.py` (``plot_exp_cutoff_powerlaw_3fgl.py``) | 00:00.294 | 0.0 MB | +| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_template_spectral.py` (``plot_template_spectral.py``) | 00:00.249 | 0.0 MB | +-----------------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+ diff --git a/docs/dev/_sources/user-guide/model-gallery/temporal/plot_linear_temporal.rst.txt b/docs/dev/_sources/user-guide/model-gallery/temporal/plot_linear_temporal.rst.txt index db7164027d3..f0419393467 100644 --- a/docs/dev/_sources/user-guide/model-gallery/temporal/plot_linear_temporal.rst.txt +++ b/docs/dev/_sources/user-guide/model-gallery/temporal/plot_linear_temporal.rst.txt @@ -117,7 +117,7 @@ Here is an example YAML file using the model: value: 0.5 unit: d-1 - name: t_ref - value: 60243.618030013175 + value: 60244.39819934183 unit: d scale: utc diff --git a/docs/dev/_sources/user-guide/model-gallery/temporal/plot_powerlaw_temporal.rst.txt b/docs/dev/_sources/user-guide/model-gallery/temporal/plot_powerlaw_temporal.rst.txt index bf140ec8691..02c6244dab1 100644 --- a/docs/dev/_sources/user-guide/model-gallery/temporal/plot_powerlaw_temporal.rst.txt +++ b/docs/dev/_sources/user-guide/model-gallery/temporal/plot_powerlaw_temporal.rst.txt @@ -113,7 +113,7 @@ Here is an example YAML file using the model: - name: alpha value: -2.0 - name: t_ref - value: 60243.61803374586 + value: 60244.39820253455 unit: d - name: t0 value: 1.0 diff --git a/docs/dev/_sources/user-guide/model-gallery/temporal/plot_sine_temporal.rst.txt b/docs/dev/_sources/user-guide/model-gallery/temporal/plot_sine_temporal.rst.txt index c94d4f5eb0d..74fe8d88fd1 100644 --- a/docs/dev/_sources/user-guide/model-gallery/temporal/plot_sine_temporal.rst.txt +++ b/docs/dev/_sources/user-guide/model-gallery/temporal/plot_sine_temporal.rst.txt @@ -119,7 +119,7 @@ Here is an example YAML file using the model: value: 0.7853981633974483 unit: d-1 rad - name: t_ref - value: 60243.61803890733 + value: 60244.39820704866 unit: d scale: utc diff --git a/docs/dev/_sources/user-guide/model-gallery/temporal/sg_execution_times.rst.txt b/docs/dev/_sources/user-guide/model-gallery/temporal/sg_execution_times.rst.txt index db7ecf87a01..0552329f5f3 100644 --- a/docs/dev/_sources/user-guide/model-gallery/temporal/sg_execution_times.rst.txt +++ b/docs/dev/_sources/user-guide/model-gallery/temporal/sg_execution_times.rst.txt @@ -6,24 +6,24 @@ Computation times ================= -**00:02.277** total execution time for **user-guide_model-gallery_temporal** files: +**00:02.183** total execution time for **user-guide_model-gallery_temporal** files: +-------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_user-guide_model-gallery_temporal_plot_constant_temporal.py` (``plot_constant_temporal.py``) | 00:00.843 | 0.0 MB | +| :ref:`sphx_glr_user-guide_model-gallery_temporal_plot_constant_temporal.py` (``plot_constant_temporal.py``) | 00:00.973 | 0.0 MB | +-------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_user-guide_model-gallery_temporal_plot_powerlaw_temporal.py` (``plot_powerlaw_temporal.py``) | 00:00.286 | 0.0 MB | +| :ref:`sphx_glr_user-guide_model-gallery_temporal_plot_powerlaw_temporal.py` (``plot_powerlaw_temporal.py``) | 00:00.234 | 0.0 MB | +-------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_user-guide_model-gallery_temporal_plot_template_phase_temporal.py` (``plot_template_phase_temporal.py``) | 00:00.177 | 0.0 MB | +| :ref:`sphx_glr_user-guide_model-gallery_temporal_plot_template_phase_temporal.py` (``plot_template_phase_temporal.py``) | 00:00.153 | 0.0 MB | +-------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_user-guide_model-gallery_temporal_plot_template_temporal.py` (``plot_template_temporal.py``) | 00:00.172 | 0.0 MB | +| :ref:`sphx_glr_user-guide_model-gallery_temporal_plot_template_temporal.py` (``plot_template_temporal.py``) | 00:00.151 | 0.0 MB | +-------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_user-guide_model-gallery_temporal_plot_generalized_gaussian_temporal.py` (``plot_generalized_gaussian_temporal.py``) | 00:00.162 | 0.0 MB | +| :ref:`sphx_glr_user-guide_model-gallery_temporal_plot_generalized_gaussian_temporal.py` (``plot_generalized_gaussian_temporal.py``) | 00:00.137 | 0.0 MB | +-------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_user-guide_model-gallery_temporal_plot_linear_temporal.py` (``plot_linear_temporal.py``) | 00:00.160 | 0.0 MB | +| :ref:`sphx_glr_user-guide_model-gallery_temporal_plot_sine_temporal.py` (``plot_sine_temporal.py``) | 00:00.136 | 0.0 MB | +-------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_user-guide_model-gallery_temporal_plot_expdecay_temporal.py` (``plot_expdecay_temporal.py``) | 00:00.160 | 0.0 MB | +| :ref:`sphx_glr_user-guide_model-gallery_temporal_plot_gaussian_temporal.py` (``plot_gaussian_temporal.py``) | 00:00.135 | 0.0 MB | +-------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_user-guide_model-gallery_temporal_plot_gaussian_temporal.py` (``plot_gaussian_temporal.py``) | 00:00.158 | 0.0 MB | +| :ref:`sphx_glr_user-guide_model-gallery_temporal_plot_expdecay_temporal.py` (``plot_expdecay_temporal.py``) | 00:00.134 | 0.0 MB | +-------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_user-guide_model-gallery_temporal_plot_sine_temporal.py` (``plot_sine_temporal.py``) | 00:00.158 | 0.0 MB | +| :ref:`sphx_glr_user-guide_model-gallery_temporal_plot_linear_temporal.py` (``plot_linear_temporal.py``) | 00:00.130 | 0.0 MB | +-------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+ diff --git a/docs/dev/index.html b/docs/dev/index.html index 33786734abe..34500326157 100644 --- a/docs/dev/index.html +++ b/docs/dev/index.html @@ -283,7 +283,7 @@

Gammapy#

-

Date: Oct 26, 2023 Version: 1.2.dev878+g857ea7a6e

+

Date: Oct 27, 2023 Version: 1.2.dev878+g857ea7a6e

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,191,192,193,194,195,196,197,198,199,200,201,202,203,204,205,206,208,210,211,212,213,214,215,216,217,218,219,222,223,224,225,226,227,228,229,230,231,232,234,235,236,237,238,239,240,259,260,268,269,272,283,293,296,317,321,324,330,337,338,339,340,347,348,351,365,369,370,381,383,384,390,391,393,394,395,396,397,398,399,401,402,403,404,405,406,408,409,410,411,412,414,415,416,417,418,419,420,421,422,425,426,427,431,432,433,434,438,444,445,446,448,453,458,460,461,463,464,465,468,469,471,483,492,506,509,511],"try":[16,85,166,167,169,175,178,179,324,325,334,338,344,352,353,359,364,391,393,395,404,405,409,415,417,419,434,507],"var":[253,355,357],"vin\u00edciu":381,"while":[82,86,97,166,167,169,171,175,178,179,324,327,329,330,331,333,336,337,339,343,345,346,348,349,350,352,353,355,389,393,395,398,405,411,412,416,418,419,421,422,444,446,448,459,461,507],"z\u00e9":381,A:[19,20,26,28,29,30,31,32,35,36,37,39,40,78,79,82,83,84,86,87,92,93,94,95,97,100,101,107,108,115,120,121,164,165,166,167,168,169,171,172,173,174,175,176,177,178,179,182,183,184,185,186,187,188,189,190,191,192,193,194,195,196,198,199,200,201,202,203,204,205,206,208,210,211,212,213,214,215,216,217,218,219,222,223,224,225,227,228,229,230,231,232,234,235,236,237,239,240,246,247,251,255,260,269,313,314,315,317,318,325,327,329,330,332,333,334,335,336,337,338,339,340,341,342,343,345,347,348,349,350,351,352,361,363,367,368,369,370,371,374,376,377,380,381,382,383,385,387,389,390,393,395,397,401,403,404,406,409,410,411,412,414,415,416,417,418,419,420,421,422,424,425,426,427,429,433,434,436,444,445,446,448,449,457,458,460,461,464,501,502,505,506,509],AND:[420,421],And:[242,324,327,342,344,350,354,389,390,391,393,394,401,404,406,411,416,417,419,420,422,424,426,432,433,434],As:[79,260,283,324,325,327,332,336,337,338,340,342,350,351,352,359,364,383,389,390,393,394,395,397,398,399,403,404,405,409,410,411,414,415,416,417,419,422,425,427,432,434,448,457,509],At:[226,338,341,350,351,353,367,404,419,424,453,505],But:[324,329,332,338,343,351,353,356,359,383,393,394,417,424,432,436,507],By:[19,20,26,50,63,79,82,86,94,95,97,100,101,106,123,124,125,126,127,128,129,130,132,134,136,137,138,139,140,145,148,155,163,165,166,167,169,175,178,179,184,185,187,188,191,192,193,194,195,198,199,201,205,206,208,212,213,214,216,217,218,222,223,224,227,228,229,230,231,232,234,235,238,239,321,324,350,351,368,369,371,404,405,417,419,433,455,459,464,465,466,510],For:[11,28,29,30,31,32,35,36,37,39,40,42,78,82,83,84,86,89,92,94,95,97,100,101,103,106,107,108,109,110,113,114,115,125,126,127,132,137,140,153,164,165,166,167,169,170,171,172,173,174,175,176,177,178,179,181,184,185,186,187,188,189,191,192,193,195,196,198,199,200,201,202,203,204,206,212,213,214,215,216,218,219,223,224,225,227,228,230,231,232,234,238,239,248,252,254,259,263,323,324,325,327,329,330,332,333,334,335,336,337,338,339,340,341,343,344,345,347,349,350,351,352,353,354,355,356,357,359,361,364,365,366,368,369,370,371,374,381,385,387,389,390,391,393,394,395,396,397,398,399,401,402,403,404,406,408,409,410,411,414,415,416,417,418,419,420,421,422,424,425,426,429,432,433,434,436,443,444,446,448,458,460,461,465,470,502,506,507,509,510,511],IN:[87,93,211],If:[19,20,26,28,29,30,31,32,35,36,37,39,40,45,76,78,79,80,81,82,83,86,88,95,96,97,99,100,101,102,106,107,108,109,111,113,115,119,120,125,126,127,132,135,137,140,142,144,145,150,151,154,155,158,159,160,161,164,165,166,167,168,169,170,171,172,173,174,175,177,178,179,181,182,184,185,186,187,188,189,190,191,192,193,194,195,196,197,198,199,200,201,202,203,204,205,206,208,210,211,212,213,214,215,216,217,218,219,222,223,224,225,226,227,228,229,230,231,232,234,235,236,237,238,239,240,259,260,272,273,311,313,317,318,319,320,324,325,326,327,329,331,332,337,338,340,341,342,345,346,347,349,350,352,353,354,355,356,357,358,359,363,364,365,382,383,384,389,390,391,393,395,396,398,401,403,405,408,409,410,411,412,415,416,417,418,419,420,421,422,424,425,426,434,446,448,459,461,466,468,481,507,508,509,510],In:[15,28,29,30,31,32,35,36,37,39,40,65,79,82,83,86,88,94,96,108,125,144,165,167,173,174,179,182,273,324,327,329,330,331,332,333,334,335,336,337,338,339,340,341,342,344,345,346,347,348,349,350,351,352,353,355,356,359,364,365,366,367,368,369,370,371,374,385,387,389,390,391,393,394,395,396,397,399,401,402,404,405,406,408,409,410,411,412,414,415,416,417,418,419,420,421,422,425,426,432,433,434,444,446,448,453,456,457,458,460,461,462,464,465,470,483,502,505,506,507,508,509,510,511],Is:[165,177,338,461],It:[15,19,20,26,27,28,29,30,31,32,35,36,37,39,40,86,95,97,100,101,107,120,125,129,135,136,137,138,140,151,154,158,159,162,166,167,169,174,175,178,179,184,185,188,191,192,193,194,195,199,203,205,206,208,212,214,216,222,226,227,229,230,231,232,235,239,250,252,253,268,275,280,303,324,325,327,329,330,331,332,333,334,335,336,337,338,339,340,341,342,343,344,345,346,348,349,350,351,353,354,360,364,365,366,367,371,374,376,377,378,383,385,387,389,394,399,402,405,408,412,415,416,417,418,419,420,422,424,425,426,427,432,433,434,436,437,444,447,448,452,453,455,457,461,474,477,478,480,481,485,486,488,489,490,491,504,505,506,507,508,509,511],Its:[125,336,350,351,374,376,406,410,433,450,451,452,454],NOT:[420,448],No:[28,29,30,31,32,35,36,37,39,40,81,335,345,348,349,382,384,388,406,415,417,419,427,434],Not:[97,100,101,168,176,332],ON:[95,97,114,155,156,157,163,322,330,376,389,393,396,399,403,409,410,412,417,418,448,457,506,508,510],OR:[95,100,416,420,421],Of:[324,327,359,401,416,419,425,507,510],On:[59,143,149,150,153,253,324,325,330,332,339,340,352,355,356,357,378,389,401,402,417,429,509],One:[31,32,37,57,58,59,60,61,62,63,64,65,66,68,69,70,71,72,73,74,75,76,77,94,95,97,100,101,190,211,279,324,325,330,332,333,334,335,338,340,341,342,350,387,390,394,399,409,418,419,420,432,434,457,461,483,507,509],Ones:260,Or:[325,343,344,356,394,401,416,419,424,425,446],Such:[336,452],That:[19,20,181,182,184,187,188,191,192,193,194,195,196,198,199,200,201,202,203,204,205,206,208,215,216,217,218,219,222,223,224,225,227,230,231,232,237,239,324,325,329,338,341,344,417,434,507],The:[11,15,19,20,23,26,27,28,29,30,31,32,35,36,37,39,40,52,53,57,59,62,67,76,78,79,80,81,82,83,84,86,87,88,89,93,95,97,98,99,100,101,103,106,107,108,109,110,111,113,115,116,120,121,123,124,125,126,127,128,129,130,132,134,135,136,137,138,139,140,141,145,149,154,155,158,159,162,163,164,165,166,167,168,169,171,174,175,176,177,178,179,181,183,184,185,186,187,188,190,191,192,193,194,195,196,197,198,199,200,201,202,203,204,205,206,208,211,212,213,214,215,216,217,218,219,222,223,224,225,226,227,228,229,230,231,232,234,235,237,238,239,241,242,246,247,248,251,252,253,254,260,272,277,292,295,308,309,311,313,314,315,317,318,319,320,321,323,324,325,326,327,328,329,331,332,333,334,335,336,337,338,339,340,341,342,343,344,345,346,347,348,349,350,351,352,355,356,357,360,363,364,366,367,368,369,370,371,374,376,377,378,382,383,384,385,386,387,389,390,391,393,394,395,396,397,398,399,401,403,404,405,406,408,409,410,411,412,414,415,416,418,419,420,421,422,424,425,426,427,429,432,433,434,436,437,438,439,443,444,446,447,448,450,451,452,453,454,455,456,458,459,460,461,462,464,466,468,469,470,473,479,481,482,483,492,502,504,505,506,507,508,509,510,511,512],Their:420,Then:[65,95,99,100,327,329,334,337,339,340,341,342,348,390,393,401,402,404,408,409,417,420,422,433],There:[45,82,86,120,324,325,329,330,331,333,338,339,340,341,342,343,344,345,348,351,353,356,382,403,406,414,415,416,417,418,420,421,426,436,444,445,461],These:[89,171,241,324,325,329,330,335,337,338,339,340,344,345,350,366,368,369,370,374,382,387,402,404,411,414,416,419,422,426,429,436,453,458,460,461,508,509,510],To:[19,20,26,28,29,30,31,32,35,36,37,39,40,82,86,93,106,109,113,165,166,167,169,175,177,178,179,184,185,188,192,193,194,195,199,205,206,208,212,214,216,217,218,222,227,229,230,231,232,235,237,239,241,314,315,326,327,331,332,335,336,337,339,340,345,346,347,348,349,350,353,354,356,358,359,360,364,365,366,369,370,374,376,382,383,385,387,389,390,391,393,394,395,396,398,399,401,403,404,405,406,408,409,410,411,415,416,417,418,419,420,421,422,424,425,429,432,434,444,445,446,449,453,455,457,458,464,505,507,508,509],With:[79,324,333,334,350,370,383,444,509],_0:[50,51],_1:[97,101,445],_2:[97,101],_:[95,100,111,199,218,324,338,348,350,396,399,414,415,417,420,421,444,457],__:[57,62,352],__all__:324,__array__:260,__array_ufunc__:[404,411,427,495],__attributes__:[82,86],__call__:[17,18,19,20,21,22,24,25,26,27,28,29,30,31,32,33,35,36,37,39,40,184,185,186,187,188,189,191,192,193,194,195,196,198,199,200,201,202,203,204,205,206,208,212,213,214,215,216,217,218,219,222,223,224,225,226,227,228,229,230,231,232,234,235,237,238,239,240,272,330,335,370],__class__:[324,348,414,442],__dict__:[16,85,324],__enter__:303,__eq__:376,__exit__:303,__fields__:351,__fields_set__:[16,85],__getitem__:[334,335,336],__init__:[174,238,324,330,336,348,385],__len__:334,__main__:[221,324,431,507],__name__:[324,399,409,410,411,414,431,442,507],__neq__:376,__repr__:[324,369,383],__str__:[324,336,351,366],__subclasses__:414,__version__:358,_build:[325,353],_check_interv:387,_compute_flux_spati:374,_covari:[190,211],_data:348,_dom_class:[401,408,419,432,433],_energy_t:348,_errn:[109,110,113],_errp:[109,110,113],_evaluate_timevar_sourc:387,_f_cash_root_cython:258,_factr:417,_fields_set:[16,85],_i:111,_k:[95,100,444],_l:444,_lat:324,_lon:324,_map:317,_model:107,_new_attribut:324,_old_attribut:324,_parameter_units_for_data_unit:[28,29,30,31,32,35,36,37,39,40],_phi:324,_propagate_error:373,_reco:324,_repr_html_:324,_row_index:67,_sample_coord_time_energi:387,_scan:417,_time_group:348,_time_t:348,_true:324,_wc:471,a_:[97,101,128,450,453,509],a_off:509,a_on:509,aa:[82,86,260,350],aaguasca:385,ab:[28,30,31,32,33,35,36,37,38,39,40,50,52,53,57,58,60,61,63,79,83,103,109,128,179,182,208,241,242,253,414,415],abc:[18,56,87,92,93,105,147,164,169,170,173,183,190,211,418],abcmeta:418,abdalla2018:[457,458,506],abeysekara:59,abil:348,abl:[28,29,30,31,32,35,36,37,39,40,334,339,342,390,408,409,410,429,507],about:[11,13,85,124,128,198,203,283,324,327,329,333,340,341,343,344,345,349,350,352,353,356,358,359,378,379,383,384,385,391,397,398,399,402,403,404,415,419,422,425,433,434,436,444,445,507,510],abov:[29,52,53,79,106,108,111,114,115,120,143,313,315,324,325,330,333,334,336,338,340,341,342,343,344,348,355,356,359,389,403,404,405,406,409,412,417,418,419,420,422,424,425,426,432,442,444,445,452,461,506,507,508,509,510],abramowski:128,abruptli:[324,349],abs_path:268,absenc:[339,399,418,420,457,508],absolut:[78,86,98,171,264,283,302,306,446],absolute_tim:511,absopt:342,absorb:[239,334,347,381,473],absorbedspectralmodel:[368,381],absorbt:347,absorpt:[192,342,371,381,462,493],abstractsetintstr:[16,85],acada:350,academ:116,accept:[28,29,30,31,32,35,36,37,39,40,79,82,86,97,98,101,143,163,165,166,167,169,177,178,179,190,211,247,322,328,329,330,331,332,333,336,337,338,340,341,342,343,344,345,347,349,350,351,375,379,387,389,394,395,396,399,403,405,416,419,425,427,444,460,465,483,508,509],acceptance_off:[97,98,101,143,153,336,389,390,393,396,399,444,509],access:[28,29,30,31,32,35,36,37,39,40,56,58,60,61,63,64,65,78,79,82,83,86,95,135,141,164,165,174,177,253,268,324,332,333,334,335,337,340,348,353,355,363,364,371,378,379,381,382,387,391,393,394,395,401,415,417,421,422,424,427,432,433,434,443,448,459,460,461,505],accessor:419,accident:[425,507],accord:[15,28,29,30,31,32,35,36,37,39,40,53,70,82,86,95,97,100,101,103,107,126,135,143,165,171,182,259,313,334,335,338,339,342,348,350,368,377,399,409,416,418,422,429,444],accordingli:[336,350,365,371,420],account:[95,97,100,101,106,145,160,190,211,226,246,247,253,300,332,337,340,348,350,370,389,390,395,399,401,406,411,412,417,418,420,433,444,446,508,509],accur:[342,384,401,417,455],accuraci:[338,417,448],aceptance_off:336,acero:[342,364,366,368,371,374,376,381,383],achiev:[103,143,314,315,324,333,334,335,336,337,338,340,347,350,371,419,422,458],acknowledg:[327,350,360],acquir:359,acquisit:506,across:[28,29,30,31,32,35,36,37,39,40,93,103,137,140,324,333,336,353,411,421,425,444,460,468,506],act:[86,340,421,470],action:[143,329,334,340,350,353,374],activ:[86,253,327,341,354,355,357,358,359,368,385,448],actual:[141,156,300,301,302,323,324,325,329,333,335,337,339,340,348,349,351,352,396,405,408,410,416,417,418,419,420,425,426,433,434,455,457,506,507,509,511],ad:[28,29,30,31,32,35,36,37,39,40,41,59,78,79,82,86,95,97,100,101,108,166,167,169,174,175,178,179,324,325,327,329,330,332,333,334,336,337,338,339,340,341,343,344,348,350,363,364,365,367,368,369,371,374,376,378,379,380,381,382,383,384,385,387,395,401,402,418,421,422,426,444,461,510],adapt:[103,143,181,333,334,337,338,343,344,346,347,350,352,359,364,365,367,368,369,371,372,374,377,380,381,383,385,387,416,419,420,458],adaptiveringbackgroundestim:[153,330],adaptiveringbackgroundmak:[146,368,458],adass:344,add:[13,15,16,28,29,30,31,32,35,36,37,39,40,41,42,43,44,75,79,82,83,85,86,92,93,94,95,96,97,99,100,101,107,108,123,124,125,126,127,129,130,132,134,136,137,138,140,145,166,167,169,173,175,178,179,190,211,226,259,321,323,324,325,327,329,332,333,334,336,337,338,339,340,341,342,343,344,347,348,350,352,362,363,364,365,366,367,368,369,370,371,374,375,376,378,379,380,381,382,383,384,385,386,387,389,390,396,401,402,404,408,409,412,416,419,420,422,424,427,434,438,439,448,461,475,507,510],add_artist:[422,464,465],add_cbar:[95,97,100,101,108,123,124,125,128,129,130,134,135,136,138,166,167,169,175,178,179,397,398,399,401,403,404,408,412,414,416,418,419,421,422,425,426,427,432,433,461,463,464,465,468,469,471],add_column:[82,86],add_enabled_unit:[389,396,398,401,403,408,411,424],add_index:[82,86],add_loc:324,add_row:[82,86],addit:[19,20,26,82,83,85,86,95,97,100,101,106,109,139,166,167,169,172,175,178,179,184,185,188,192,193,194,195,199,205,206,208,212,214,216,217,218,222,227,229,230,231,232,235,239,324,327,328,329,333,334,335,336,338,339,340,341,343,344,345,348,349,350,351,352,353,354,355,356,357,365,366,368,370,371,374,375,382,383,385,387,391,395,406,412,415,416,417,419,421,422,424,425,433,434,444,446,448,455,460,461,504,510],addition:[336,416,417,419,421,422],address:[333,336,337,338,340,350,447],adequ:174,adher:327,adjac:[171,374,457],adjust:[16,65,166,167,169,175,178,179,333,335,347,394,416,422,432,455],admit:344,adonath:330,adopt:[37,337,340,345,395,404,405,414],adsab:[28,30,31,32,33,35,36,37,38,39,40,50,52,53,57,58,60,61,79,83,103,109,128,208,241,242,253],adult:324,advanc:[336,340,341,344,355,419,448,506,507],advantag:[332,338,341,348,374,419,483,507],advanteg:336,advertis:352,advic:[324,350],advis:[325,350,417,429],advoc:324,aeff2d:127,aeff:[16,78,82,83,97,101,128,141,154,161,334,336,337,370,371,390,393,394,395,398,399,401,403,410,418,424,426,427,432,433,450,455,457,458,506],aeff_2d:[78,82,128,424,427],aeff_default:16,aeff_perc:[154,390,393,394,403,410,418,426,457],aegi:192,aegkgtyz:418,af:320,affect:[324,332,336,338,349,365,366,377,386],affili:[338,350,385],afmhot:[421,434],aforement:350,after:[45,50,51,52,53,86,93,95,97,100,137,140,253,2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default:[106,115],estimate_min_e2dnd:114,estimate_min_excess:114,estimate_npr:[109,110,113],estimate_npred_excess:[109,110,113],estimate_pad_width:115,estimate_scan:[109,110,113],estimate_t:[109,110,113],estimate_time_bin_flux:113,estimate_ul:[109,110,113],estimator_result:412,et:[26,33,59,116,128,192,252,253,334,397,436,506],eta:[201,202,223,466,470,497],eta_:50,eta_b:50,eta_rang:[466,470],etc:[97,101,107,324,329,330,334,335,336,339,340,344,345,348,350,351,371,394,396,401,408,409,411,412,416,419,422,425,432,444,457,506],eu:344,europ:350,ev:[448,483],evalu:[17,18,19,20,21,22,24,25,26,27,28,29,30,31,32,35,36,37,39,40,66,82,86,95,97,100,101,109,113,123,124,125,128,129,130,134,136,138,139,148,155,160,166,167,169,174,175,178,179,184,185,186,187,188,189,190,191,192,193,194,195,196,197,198,199,200,201,202,203,204,205,206,208,211,212,213,214,215,216,217,218,219,222,223,224,225,226,227,228,229,230,231,232,234,235,236,237,238,239,240,324,329,333,339,342,343,346,347,348,363,364,365,367,370,374,379,380,382,383,384,385,386,387,404,405,412,422,424,425,427,444,465,466,473,506,509],evaluate_contain:[129,136,138,376],evaluate_direct:[129,136,138],evaluate_energy_flux:[217,218],evaluate_error:[19,20,26,108,184,185,188,192,193,194,195,199,205,206,208,212,214,216,217,218,222,227,229,230,231,232,235,239,342],evaluate_geom:[186,187,191,197,198,201,213,215,223,224,226,228,234,238,422,466],evaluate_integr:[216,217,218],evaluate_paramet:[129,136,138],evaluation_bin_size_min:[186,187,191,198,201,213,215,223,224,226,228,234,238],evaluation_radiu:[186,187,191,198,201,213,215,223,224,226,228,234,236,238,335,336,347,422],evaluation_region:[186,187,191,198,201,213,215,223,224,226,228,234,238],even:[28,29,30,31,32,35,36,37,39,40,82,86,177,183,324,327,329,331,332,338,341,342,350,351,366,409,412,417,418,419,420,421,422,432,444,446,469,470,507],event:[78,79,80,81,82,83,84,85,96,106,114,127,137,140,142,149,157,166,167,169,175,178,179,189,196,200,202,203,204,219,225,237,240,283,324,325,328,330,334,336,338,339,340,351,355,359,366,367,368,370,374,375,376,381,382,383,384,385,387,390,393,394,395,399,401,402,407,411,418,426,429,431,432,433,444,448,456,457,458,460,504,505,506,509],event_3fhl:434,event_class:[425,434],event_det_coord:96,event_fil:83,event_filt:84,event_filter_typ:84,event_id:[337,424,425,434,445],event_list:[79,324,325,337],event_list_meta:[96,369],event_sampl:[404,407],event_sampling_nrg_depend_model:[405,407],event_typ:[425,434],eventlist:[83,96,157,166,167,169,175,178,179,324,325,330,337,338,339,351,359,364,371,376,378,379,380,382,383,404,405,412,419,424,425,434,448,457],eventlistbas:84,eventlistdataset:383,eventlistlat:445,eventlistmetadata:351,events2:79,events_0001:404,events_1:445,events_2:445,events_3fhl:434,events_:404,events_bkg:337,events_gc_3fhl:434,events_hdr:85,events_list:337,events_new:448,events_path:[78,404],events_src:337,events_tot:337,events_vela:412,eventu:[324,329,340,343,344,359,422],ever:510,everi:[165,167,179,324,327,332,333,334,336,340,349,351,353,390,393,419,433,507],everyon:329,everyth:[324,342,343,448],everywher:[324,338,343,344,363],evid:[116,415],evolut:[50,52,53,192,330,344,407,429,441,442,444,445,453,456,460,462],evolv:[28,29,30,35,36,39,40,50,52,53,192,341,344,351,405],evt_sampl:404,ex:[11,419,421,422],exact:[28,29,30,31,32,35,36,37,39,40,86,342,419,425],exactli:[103,106,109,113,115,171,319,395,410,412,420,425,444,461],exagger:315,examin:[350,452],exampl:[11,19,20,28,29,30,31,32,35,36,37,39,40,64,65,76,78,79,80,81,82,83,84,86,88,92,94,95,97,100,101,103,106,108,110,112,113,114,115,116,124,125,127,128,129,130,135,137,140,141,148,151,153,165,166,167,169,172,175,177,178,179,183,203,209,239,242,277,283,292,304,305,310,314,315,317,319,321,324,325,327,329,332,334,335,336,337,338,339,340,341,342,344,347,350,351,355,356,357,359,363,365,368,371,374,375,376,379,381,382,383,389,390,391,393,394,395,396,397,398,399,401,402,403,404,405,406,408,409,410,411,412,414,415,416,417,418,419,420,421,422,424,425,426,427,429,431,432,433,434,438,439,448,450,451,452,454,459,461,462,501,502,507,509,511,512],example_cub:419,example_cube_fgst:419,except:[65,67,76,82,86,95,97,100,101,144,166,167,169,175,178,179,260,321,324,335,339,343,356,421,461],excerpt:427,excess:[15,65,70,95,97,100,101,104,106,107,108,109,110,113,114,117,118,148,246,247,252,253,322,336,339,370,371,377,382,389,393,394,396,397,398,401,403,406,408,411,412,415,416,418,420,421,426,432,433,446,448],excess_estim:426,excess_estimator_integr:426,excess_integr:426,excess_map:[16,394,398,399,401,432],excess_map_estim:412,excess_matching_signific:[373,383],excess_min:122,excess_r:416,excessestim:348,excessmapconfig:16,excessmapestim:[104,348,370,371,372,374,377,399,401,412,420,426,446],excesspointsestim:348,excessprofileestim:[348,371],exchang:338,exclud:[16,85,94,95,96,97,100,101,112,149,151,183,190,211,330,386,418,420,457,458],exclude_default:[16,85],exclude_non:[16,85],exclude_unset:[16,85],exclus:[16,79,143,145,150,151,152,153,156,165,177,330,338,340,370,372,390,398,401,418,455,457],exclusion_mask:[143,145,150,151,152,153,156,393,399,403,418,420,433,455,457,458],exclusion_mask_2d:418,exclusion_mask_crab:[394,432],exclusion_radiu:420,exclusion_region:393,exclusionmask:380,execut:[11,106,109,113,115,324,325,327,329,331,332,333,339,340,344,353,354,355,356,357,358,359,368,376,382,392,400,407,413,418,419,423,425,428,429,430,434,435,472,493,503,505],exercis:[327,340,344,350],exist:[11,28,29,30,31,32,35,36,37,39,40,42,79,82,83,86,92,93,94,95,97,99,100,101,107,108,153,164,165,166,167,169,170,173,174,175,177,178,179,309,324,327,329,332,333,335,336,337,338,340,341,343,344,345,347,348,350,351,355,356,359,360,363,367,368,382,383,385,387,397,399,416,420,422,425,445,460,461,508],exist_ok:[393,394,401,402,404,432,433],exit:[11,15,82,86,183,190,211,364,471,507],exot:341,exp:[21,28,29,30,31,32,35,36,39,40,128,196,199,206,217,218,230,325,347,411,422,465,466,473,477,478,479,480,489,490,491,495,496,497,510],expand:[113,290,334,374],expand_map:113,expans:[50,52,53],expcutoffpowerlaw3fglspectralmodel:[221,347,391,422,478],expcutoffpowerlaw:479,expcutoffpowerlawnormspectralmodel:[195,221,422,479],expcutoffpowerlawspectralmodel:[19,20,26,76,184,185,188,192,193,194,199,205,206,208,212,214,216,217,218,221,222,227,229,230,231,232,235,239,347,391,393,401,422,477,479,483],expdecai:[196,462,503],expdecay_model:[404,495],expdecaytemporalmodel:[233,347,370,374,404,411,422,495],expect:[28,29,30,31,32,35,36,37,39,40,97,101,107,153,158,159,162,177,246,247,248,250,254,259,283,324,329,337,339,340,341,344,349,351,389,390,395,396,397,399,404,405,409,414,417,419,420,425,427,444,446,508,509,510],expens:[28,29,30,31,32,35,36,37,39,40,393,405],experi:[327,329,333,335,339,353,382,436,506,511],experienc:333,experiment:[28,29,30,31,32,35,36,37,39,40,340,507],expert:344,expertis:341,expfactor:[231,232,490,491],expir:337,explain:[82,86,324,327,329,338,341,343,344,350,353,355,357,368,374,389,393,395,414,417,420,422,448,505,507],explan:[103,106,109,113,115,329,360,511],explicit:[82,86,165,167,324,340,342,348,460,511],explicitli:[19,20,26,28,29,30,31,32,35,36,37,39,40,123,124,125,128,129,130,134,136,138,139,184,185,188,192,193,194,195,199,205,206,208,212,214,216,217,218,222,227,229,230,231,232,235,239,260,334,346,354,364,405,421,460,511],explor:[166,167,169,175,178,179,332,340,359,393,398,401,406,407,409,410,415,416,421,426,427,432,434,444,445,446,448,456,457,460,504],explos:52,expomap:337,expon:[347,422],exponenti:[28,30,36,39,40,193,194,195,196,230,231,232,325,335,368,401,404,411,462,493],exponentialcutoffpowerlaw:483,expos:[6,28,29,30,31,32,35,36,37,39,40,333,338,339,340,343,344,419,429,446,447,505],exposur:[16,79,83,95,97,98,100,101,106,115,119,126,127,132,135,137,140,143,148,155,158,159,161,162,226,255,258,259,330,333,334,335,336,337,348,366,371,379,381,382,383,385,389,390,393,394,395,396,397,398,399,401,403,404,405,408,410,411,416,418,419,420,426,427,432,433,444,453,456,461,509],exposure_geom:[127,137],exposure_hdu:[126,127,132,137,140],exposure_hdu_band:[126,127,132,137,140],exposure_hpx:425,exposure_map:[126,127,132,137,140,158,159,162],exposure_max:416,exposure_min:416,exposure_tim:337,express:[106,116,246,247,335,347,348,399,417,422,444,460,466,508,509,510],exptest:380,extend:[15,19,20,26,70,82,86,87,93,143,168,171,176,179,184,185,188,192,193,194,195,199,205,206,208,211,212,214,216,217,218,222,227,229,230,231,232,235,239,331,335,336,337,338,344,346,347,348,351,355,367,369,374,392,393,397,405,409,415,419,420,421,422,425,429,444,445,456,457,504],extended_archive_v18:471,extended_source_spectral_analysi:[390,392],extens:[41,79,125,166,167,169,171,178,179,186,187,190,191,198,201,211,213,215,223,224,228,234,238,268,326,329,330,331,332,333,335,337,339,340,341,342,343,344,353,377,404,405,422,507],extent:[177,190,211,338,397,422],extern:[325,350,375,379,380,383,424,448],extra:[16,28,29,30,31,32,35,36,37,39,40,47,79,85,164,165,170,174,175,177,181,234,235,323,325,331,332,338,340,341,344,350,351,379,382,383,419,420,448,461],extra_data:85,extra_term:259,extract:[93,95,97,100,101,107,108,113,126,127,132,137,140,144,149,150,155,157,163,166,167,168,169,171,176,177,178,179,236,324,334,339,348,350,351,376,377,387,389,390,393,394,395,396,401,402,404,405,406,408,416,419,432,444,452,457],extragalact:[192,424],extrapol:[123,124,148,166,167,169,175,178,179,192,239,272,374,379,381,382,424,425,460],extras_requir:341,extrem:[324,351,466],f06:48,f06b:[49,438],f06p:49,f0:[237,501],f1:[237,501],f2:[237,501],f4:[124,128,141,395,416,419,424,425],f8:425,f:[17,18,19,20,21,22,24,25,26,27,28,29,30,31,32,35,36,37,39,40,82,86,115,173,184,185,188,192,193,194,195,199,205,206,208,212,214,216,217,218,222,227,229,230,231,232,235,239,260,280,324,327,341,346,347,355,357,376,385,389,390,393,394,396,402,403,404,405,410,411,412,414,415,417,418,420,422,425,426,431,432,433,434,442,457,473,483,494,495,496,497,498,499,500,507,508,509],f_0:[216,486],f_:[251,253,444],f_dead:[79,83],f_i:251,f_pp:252,f_var:252,fabio:[337,342,364,366,367,368,369,370,371,373,374,3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the WStat formula","Utility 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\ No newline at end of file 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171,172,173,174,175,177,178,179,181,183,184,185,186,187,188,189,190,191,192,193,194,195,196,197,198,199,200,201,202,203,204,205,206,208,210,211,212,213,214,215,216,217,218,219,222,223,224,225,226,227,228,229,230,231,232,234,235,236,237,238,239,240,259,260,268,269,272,283,293,296,317,321,324,330,337,338,339,340,347,348,351,365,369,370,381,383,384,390,391,393,394,395,396,397,398,399,401,402,403,404,405,406,408,409,410,411,412,414,415,416,417,418,419,420,421,422,425,426,427,431,432,433,434,438,444,445,446,448,453,458,460,461,463,464,465,468,469,471,483,492,506,509,511],"try":[16,85,166,167,169,175,178,179,324,325,334,338,344,352,353,359,364,391,393,395,404,405,409,415,417,419,434,507],"var":[253,355,357],"vin\u00edciu":381,"while":[82,86,97,166,167,169,171,175,178,179,324,327,329,330,331,333,336,337,339,343,345,346,348,349,350,352,353,355,389,393,395,398,405,411,412,416,418,419,421,422,444,446,448,459,461,507],"z\u00e9":381,A:[19,20,26,28,29,30,31,32,35,36,37,39,40,78,79,82,83,84,86,87,92,93,94,95,97,100,101,107,108,115,120,121,164,165,166,167,168,169,171,172,173,174,175,176,177,178,179,182,183,184,185,186,187,188,189,190,191,192,193,194,195,196,198,199,200,201,202,203,204,205,206,208,210,211,212,213,214,215,216,217,218,219,222,223,224,225,227,228,229,230,231,232,234,235,236,237,239,240,246,247,251,255,260,269,313,314,315,317,318,325,327,329,330,332,333,334,335,336,337,338,339,340,341,342,343,345,347,348,349,350,351,352,361,363,367,368,369,370,371,374,376,377,380,381,382,383,385,387,389,390,393,395,397,401,403,404,406,409,410,411,412,414,415,416,417,418,419,420,421,422,424,425,426,427,429,433,434,436,444,445,446,448,449,457,458,460,461,464,501,502,505,506,509],AND:[420,421],And:[242,324,327,342,344,350,354,389,390,391,393,394,401,404,406,411,416,417,419,420,422,424,426,432,433,434],As:[79,260,283,324,325,327,332,336,337,338,340,342,350,351,352,359,364,383,389,390,393,394,395,397,398,399,403,404,405,409,410,411,414,415,416,417,419,422,425,427,432,434,448,457,509],At:[226,338,341,350,351,353,367,404,419,424,453,505],But:[324,329,332,338,343,351,353,356,359,383,393,394,417,424,432,436,507],By:[19,20,26,50,63,79,82,86,94,95,97,100,101,106,123,124,125,126,127,128,129,130,132,134,136,137,138,139,140,145,148,155,163,165,166,167,169,175,178,179,184,185,187,188,191,192,193,194,195,198,199,201,205,206,208,212,213,214,216,217,218,222,223,224,227,228,229,230,231,232,234,235,238,239,321,324,350,351,368,369,371,404,405,417,419,433,455,459,464,465,466,510],For:[11,28,29,30,31,32,35,36,37,39,40,42,78,82,83,84,86,89,92,94,95,97,100,101,103,106,107,108,109,110,113,114,115,125,126,127,132,137,140,153,164,165,166,167,169,170,171,172,173,174,175,176,177,178,179,181,184,185,186,187,188,189,191,192,193,195,196,198,199,200,201,202,203,204,206,212,213,214,215,216,218,219,223,224,225,227,228,230,231,232,234,238,239,248,252,254,259,263,323,324,325,327,329,330,332,333,334,335,336,337,338,339,340,341,343,344,345,347,349,350,351,352,353,354,355,356,357,359,361,364,365,366,368,369,370,371,374,381,385,387,389,390,391,393,394,395,396,397,398,399,401,402,403,404,406,408,409,410,411,414,415,416,417,418,419,420,421,422,424,425,426,429,432,433,434,436,443,444,446,448,458,460,461,465,470,502,506,507,509,510,511],IN:[87,93,211],If:[19,20,26,28,29,30,31,32,35,36,37,39,40,45,76,78,79,80,81,82,83,86,88,95,96,97,99,100,101,102,106,107,108,109,111,113,115,119,120,125,126,127,132,135,137,140,142,144,145,150,151,154,155,158,159,160,161,164,165,166,167,168,169,170,171,172,173,174,175,177,178,179,181,182,184,185,186,187,188,189,190,191,192,193,194,195,196,197,198,199,200,201,202,203,204,205,206,208,210,211,212,213,214,215,216,217,218,219,222,223,224,225,226,227,228,229,230,231,232,234,235,236,237,238,239,240,259,260,272,273,311,313,317,318,319,320,324,325,326,327,329,331,332,337,338,340,341,342,345,346,347,349,350,352,353,354,355,356,357,358,359,363,364,365,382,383,384,389,390,391,393,395,396,398,401,403,405,408,409,410,411,412,415,416,417,418,419,420,421,422,424,425,426,434,446,448,459,461,466,468,481,507,508,509,510],In:[15,28,29,30,31,32,35,36,37,39,40,65,79,82,83,86,88,94,96,108,125,144,165,167,173,174,179,182,273,324,327,329,330,331,332,333,334,335,336,337,338,339,340,341,342,344,345,346,347,348,349,350,351,352,353,355,356,359,364,365,366,367,368,369,370,371,374,385,387,389,390,391,393,394,395,396,397,399,401,402,404,405,406,408,409,410,411,412,414,415,416,417,418,419,420,421,422,425,426,432,433,434,444,446,448,453,456,457,458,460,461,462,464,465,470,483,502,505,506,507,508,509,510,511],Is:[165,177,338,461],It:[15,19,20,26,27,28,29,30,31,32,35,36,37,39,40,86,95,97,100,101,107,120,125,129,135,136,137,138,140,151,154,158,159,162,166,167,169,174,175,178,179,184,185,188,191,192,193,194,195,199,203,205,206,208,212,214,216,222,226,227,229,230,231,232,235,239,250,252,253,268,275,280,303,324,325,327,329,330,331,332,333,334,335,336,337,338,339,340,341,342,343,344,345,346,348,349,350,351,353,354,360,364,365,366,367,371,374,376,377,378,383,385,387,389,394,399,402,405,408,412,415,416,417,418,419,420,422,424,425,426,427,432,433,434,436,437,444,447,448,452,453,455,457,461,474,477,478,480,481,485,486,488,489,490,491,504,505,506,507,508,509,511],Its:[125,336,350,351,374,376,406,410,433,450,451,452,454],NOT:[420,448],No:[28,29,30,31,32,35,36,37,39,40,81,335,345,348,349,382,384,388,406,415,417,419,427,434],Not:[97,100,101,168,176,332],ON:[95,97,114,155,156,157,163,322,330,376,389,393,396,399,403,409,410,412,417,418,448,457,506,508,510],OR:[95,100,416,420,421],Of:[324,327,359,401,416,419,425,507,510],On:[59,143,149,150,153,253,324,325,330,332,339,340,352,355,356,357,378,389,401,402,417,429,509],One:[31,32,37,57,58,59,60,61,62,63,64,65,66,68,69,70,71,72,73,74,75,76,77,94,95,97,100,101,190,211,279,324,325,330,332,333,334,335,338,340,341,342,350,387,390,394,399,409,418,419,420,432,434,457,461,483,507,509],Ones:260,Or:[325,343,344,356,394,401,416,419,424,425,446],Such:[336,452],That:[19,20,181,182,184,187,188,191,192,193,194,195,196,198,199,200,201,202,203,204,205,206,208,215,216,217,218,219,222,223,224,225,227,230,231,232,237,239,324,325,329,338,341,344,417,434,507],The:[11,15,19,20,23,26,27,28,29,30,31,32,35,36,37,39,40,52,53,57,59,62,67,76,78,79,80,81,82,83,84,86,87,88,89,93,95,97,98,99,100,101,103,106,107,108,109,110,111,113,115,116,120,121,123,124,125,126,127,128,129,130,132,134,135,136,137,138,139,140,141,145,149,154,155,158,159,162,163,164,165,166,167,168,169,171,174,175,176,177,178,179,181,183,184,185,186,187,188,190,191,192,193,194,195,196,197,198,199,200,201,202,203,204,205,206,208,211,212,213,214,215,216,217,218,219,222,223,224,225,226,227,228,229,230,231,232,234,235,237,238,239,241,242,246,247,248,251,252,253,254,260,272,277,292,295,308,309,311,313,314,315,317,318,319,320,321,323,324,325,326,327,328,329,331,332,333,334,335,336,337,338,339,340,341,342,343,344,345,346,347,348,349,350,351,352,355,356,357,360,363,364,366,367,368,369,370,371,374,376,377,378,382,383,384,385,386,387,389,390,391,393,394,395,396,397,398,399,401,403,404,405,406,408,409,410,411,412,414,415,416,418,419,420,421,422,424,425,426,427,429,432,433,434,436,437,438,439,443,444,446,447,448,450,451,452,453,454,455,456,458,459,460,461,462,464,466,468,469,470,473,479,481,482,483,492,502,504,505,506,507,508,509,510,511,512],Their:420,Then:[65,95,99,100,327,329,334,337,339,340,341,342,348,390,393,401,402,404,408,409,417,420,422,433],There:[45,82,86,120,324,325,329,330,331,333,338,339,340,341,342,343,344,345,348,351,353,356,382,403,406,414,415,416,417,418,420,421,426,436,444,445,461],These:[89,171,241,324,325,329,330,335,337,338,339,340,344,345,350,366,368,369,370,374,382,387,402,404,411,414,416,419,422,426,429,436,453,458,460,461,508,509,510],To:[19,20,26,28,29,30,31,32,35,36,37,39,40,82,86,93,106,109,113,165,166,167,169,175,177,178,179,184,185,188,192,193,194,195,199,205,206,208,212,214,216,217,218,222,227,229,230,231,232,235,237,239,241,314,315,326,327,331,332,335,336,337,339,340,345,346,347,348,349,350,353,354,356,358,359,360,364,365,366,369,370,374,376,382,383,385,387,389,390,391,393,394,395,396,398,399,401,403,404,405,406,408,409,410,411,415,416,417,418,419,420,421,422,424,425,429,432,434,444,445,446,449,453,455,457,458,464,505,507,508,509],With:[79,324,333,334,350,370,383,444,509],_0:[50,51],_1:[97,101,445],_2:[97,101],_:[95,100,111,199,218,324,338,348,350,396,399,414,415,417,420,421,444,457],__:[57,62,352],__all__:324,__array__:260,__array_ufunc__:[404,411,427,495],__attributes__:[82,86],__call__:[17,18,19,20,21,22,24,25,26,27,28,29,30,31,32,33,35,36,37,39,40,184,185,186,187,188,189,191,192,193,194,195,196,198,199,200,201,202,203,204,205,206,208,212,213,214,215,216,217,218,219,222,223,224,225,226,227,228,229,230,231,232,234,235,237,238,239,240,272,330,335,370],__class__:[324,348,414,442],__dict__:[16,85,324],__enter__:303,__eq__:376,__exit__:303,__fields__:351,__fields_set__:[16,85],__getitem__:[334,335,336],__init__:[174,238,324,330,336,348,385],__len__:334,__main__:[221,324,431,507],__name__:[324,399,409,410,411,414,431,442,507],__neq__:376,__repr__:[324,369,383],__str__:[324,336,351,366],__subclasses__:414,__version__:358,_build:[325,353],_check_interv:387,_compute_flux_spati:374,_covari:[190,211],_data:348,_dom_class:[401,408,419,432,433],_energy_t:348,_errn:[109,110,113],_errp:[109,110,113],_evaluate_timevar_sourc:387,_f_cash_root_cython:258,_factr:417,_fields_set:[16,85],_i:111,_k:[95,100,444],_l:444,_lat:324,_lon:324,_map:317,_model:107,_new_attribut:324,_old_attribut:324,_parameter_units_for_data_unit:[28,29,30,31,32,35,36,37,39,40],_phi:324,_propagate_error:373,_reco:324,_repr_html_:324,_row_index:67,_sample_coord_time_energi:387,_scan:417,_time_group:348,_time_t:348,_true:324,_wc:471,a_:[97,101,128,450,453,509],a_off:509,a_on:509,aa:[82,86,260,350],aaguasca:385,ab:[28,30,31,32,33,35,36,37,38,39,40,50,52,53,57,58,60,61,63,79,83,103,109,128,179,182,208,241,242,253,414,415],abc:[18,56,87,92,93,105,147,164,169,170,173,183,190,211,418],abcmeta:418,abdalla2018:[457,458,506],abeysekara:59,abil:348,abl:[28,29,30,31,32,35,36,37,39,40,334,339,342,390,408,409,410,429,507],about:[11,13,85,124,128,198,203,283,324,327,329,333,340,341,343,344,345,349,350,352,353,356,358,359,378,379,383,384,385,391,397,398,399,402,403,404,415,419,422,425,433,434,436,444,445,507,510],abov:[29,52,53,79,106,108,111,114,115,120,143,313,315,324,325,330,333,334,336,338,340,341,342,343,344,348,355,356,359,389,403,404,405,406,409,412,417,418,419,420,422,424,425,426,432,442,444,445,452,461,506,507,508,509,510],abramowski:128,abruptli:[324,349],abs_path:268,absenc:[339,399,418,420,457,508],absolut:[78,86,98,171,264,283,302,306,446],absolute_tim:511,absopt:342,absorb:[239,334,347,381,473],absorbedspectralmodel:[368,381],absorbt:347,absorpt:[192,342,371,381,462,493],abstractsetintstr:[16,85],acada:350,academ:116,accept:[28,29,30,31,32,35,36,37,39,40,79,82,86,97,98,101,143,163,165,166,167,169,177,178,179,190,211,247,322,328,329,330,331,332,333,336,337,338,340,341,342,343,344,345,347,349,350,351,375,379,387,389,394,395,396,399,403,405,416,419,425,427,444,460,465,483,508,509],acceptance_off:[97,98,101,143,153,336,389,390,393,396,399,444,509],access:[28,29,30,31,32,35,36,37,39,40,56,58,60,61,63,64,65,78,79,82,83,86,95,135,141,164,165,174,177,253,268,324,332,333,334,335,337,340,348,353,355,363,364,371,378,379,381,382,387,391,393,394,395,401,415,417,421,422,424,427,432,433,434,443,448,459,460,461,505],accessor:419,accident:[425,507],accord:[15,28,29,30,31,32,35,36,37,39,40,53,70,82,86,95,97,100,101,103,107,126,135,143,165,171,182,259,313,334,335,338,339,342,348,350,368,377,399,409,416,418,422,429,444],accordingli:[336,350,365,371,420],account:[95,97,100,101,106,145,160,190,211,226,246,247,253,300,332,337,340,348,350,370,389,390,395,399,401,406,411,412,417,418,420,433,444,446,508,509],accur:[342,384,401,417,455],accuraci:[338,417,448],aceptance_off:336,acero:[342,364,366,368,371,374,376,381,383],achiev:[103,143,314,315,324,333,334,335,336,337,338,340,347,350,371,419,422,458],acknowledg:[327,350,360],acquir:359,acquisit:506,across:[28,29,30,31,32,35,36,37,39,40,93,103,137,140,324,333,336,353,411,421,425,444,460,468,506],act:[86,340,421,470],action:[143,329,334,340,350,353,374],activ:[86,253,327,341,354,355,357,358,359,368,385,448],actual:[141,156,300,301,302,323,324,325,329,333,335,337,339,340,348,349,351,352,396,405,408,410,416,417,418,419,420,425,426,433,434,455,457,506,507,509,511],ad:[28,29,30,31,32,35,36,37,39,40,41,59,78,79,82,86,95,97,100,101,108,166,167,169,174,175,178,179,324,325,327,329,330,332,333,334,336,337,338,339,340,341,343,344,348,350,363,364,365,367,368,369,371,374,376,378,379,380,381,382,383,384,385,387,395,401,402,418,421,422,426,444,461,510],adapt:[103,143,181,333,334,337,338,343,344,346,347,350,352,359,364,365,367,368,369,371,372,374,377,380,381,383,385,387,416,419,420,458],adaptiveringbackgroundestim:[153,330],adaptiveringbackgroundmak:[146,368,458],adass:344,add:[13,15,16,28,29,30,31,32,35,36,37,39,40,41,42,43,44,75,79,82,83,85,86,92,93,94,95,96,97,99,100,101,107,108,123,124,125,126,127,129,130,132,134,136,137,138,140,145,166,167,169,173,175,178,179,190,211,226,259,321,323,324,325,327,329,332,333,334,336,337,338,339,340,341,342,343,344,347,348,350,352,362,363,364,365,366,367,368,369,370,371,374,375,376,378,379,380,381,382,383,384,385,386,387,389,390,396,401,402,404,408,409,412,416,419,420,422,424,427,434,438,439,448,461,475,507,510],add_artist:[422,464,465],add_cbar:[95,97,100,101,108,123,124,125,128,129,130,134,135,136,138,166,167,169,175,178,179,397,398,399,401,403,404,408,412,414,416,418,419,421,422,425,426,427,432,433,461,463,464,465,468,469,471],add_column:[82,86],add_enabled_unit:[389,396,398,401,403,408,411,424],add_index:[82,86],add_loc:324,add_row:[82,86],addit:[19,20,26,82,83,85,86,95,97,100,101,106,109,139,166,167,169,172,175,178,179,184,185,188,192,193,194,195,199,205,206,208,212,214,216,217,218,222,227,229,230,231,232,235,239,324,327,328,329,333,334,335,336,338,339,340,341,343,344,345,348,349,350,351,352,353,354,355,356,357,365,366,368,370,371,374,375,382,383,385,387,391,395,406,412,415,416,417,419,421,422,424,425,433,434,444,446,448,455,460,461,504,510],addition:[336,416,417,419,421,422],address:[333,336,337,338,340,350,447],adequ:174,adher:327,adjac:[171,374,457],adjust:[16,65,166,167,169,175,178,179,333,335,347,394,416,422,432,455],admit:344,adonath:330,adopt:[37,337,340,345,395,404,405,414],adsab:[28,30,31,32,33,35,36,37,38,39,40,50,52,53,57,58,60,61,79,83,103,109,128,208,241,242,253],adult:324,advanc:[336,340,341,344,355,419,448,506,507],advantag:[332,338,341,348,374,419,483,507],advanteg:336,advertis:352,advic:[324,350],advis:[325,350,417,429],advoc:324,aeff2d:127,aeff:[16,78,82,83,97,101,128,141,154,161,334,336,337,370,371,390,393,394,395,398,399,401,403,410,418,424,426,427,432,433,450,455,457,458,506],aeff_2d:[78,82,128,424,427],aeff_default:16,aeff_perc:[154,390,393,394,403,410,418,426,457],aegi:192,af:320,affect:[324,332,336,338,349,365,366,377,386],affili:[338,350,385],afmhot:[421,434],aforement:350,after:[45,50,51,52,53,86,93,95,97,100,137,140,253,272,283,306,309,324,327,329,332,333,335,337,338,339,340,342,343,344,346,347,348,349,350,351,352,353,354,359,363,370,372,373,374,376,382,384,385,386,391,401,410,417,419,421,424,426,427,448,507,511],ag:[20,45,50,51,52,53,54,264,324,438],again:[95,97,100,101,137,327,334,336,338,340,345,351,354,369,370,373,380,385,391,393,394,401,405,406,419,422,425,432,434,461,507],against:[123,124,125,128,129,130,134,136,138,139,165,166,167,169,174,175,177,178,179,182,325,327,341,347,353,415,425,432,443,446],agent:340,aggreg:351,agil:337,agn:[116,251,338,393,409,411,424],agnost:417,ago:331,agre:[168,171,327,329,338,350],agreement:[324,327,345,412],aguasca:[376,385,386,387],ahead:[338,363],ahelp:181,aim:[333,334,350,401,404,414,436,506],air:424,ait:[165,166,167,431],aitoff:338,aka:434,al:[26,33,59,116,128,192,252,253,334,397,436,506],albert2007:506,albert:506,alexi:[371,374],algorithm:[28,29,30,31,32,35,36,37,39,40,59,82,86,103,115,143,181,324,330,336,337,338,343,351,366,371,379,380,381,397,417,426,446,460,505,509],alia:[56,327,434],alias:[56,417],align:[82,86,93,123,124,125,128,129,130,131,134,136,138,139,165,166,167,169,171,175,177,178,179,324,420,422],alisha:376,all:[6,16,19,20,26,28,29,30,31,32,35,36,37,39,40,69,70,71,72,73,74,75,76,78,79,82,83,84,85,86,87,89,93,95,97,99,100,101,106,107,108,109,113,115,123,124,125,126,128,129,130,134,136,137,138,139,140,142,148,155,164,165,166,167,168,169,170,171,173,174,175,176,177,178,179,181,182,183,184,185,186,187,188,189,190,191,192,193,194,195,196,197,198,199,200,201,202,203,204,205,206,208,210,211,212,213,214,215,216,217,218,219,222,223,224,225,226,227,228,229,230,231,232,234,235,236,237,238,239,240,241,297,298,299,300,301,302,312,313,318,320,323,324,325,327,329,330,331,332,334,335,336,337,338,339,340,341,342,343,344,345,346,347,348,349,350,351,353,354,355,356,358,363,364,365,366,367,368,369,370,371,374,376,377,379,380,381,382,383,384,385,386,387,390,393,394,395,398,399,401,403,404,408,409,411,412,415,416,417,419,420,421,422,424,425,426,427,429,431,432,433,434,438,444,446,448,457,459,460,461,462,483,504,507,508,509],all_quant:[107,108],allclos:[123,124,125,128,129,130,134,136,138,139,166,167,168,169,171,175,176,178,179,300],alloc:[167,175,179],allow:[16,26,28,29,30,31,32,35,36,37,39,40,56,82,85,86,103,107,108,114,115,137,140,165,276,324,327,329,330,331,334,335,336,337,338,340,341,342,343,346,347,348,349,350,351,352,353,354,355,356,365,367,368,369,370,371,374,376,383,384,385,387,389,393,411,416,417,418,419,420,433,444,446,448,455,460,461,504,505,507,512],allow_pickl:[16,85],allowed_channel:[26,414],allski:[79,127,137,140,419],alma:343,almeida:371,almost:[323,325,327,338,425,434],alon:329,along:[66,94,107,108,112,123,124,125,128,129,130,134,135,136,138,139,166,167,169,175,177,178,179,251,252,253,271,272,275,285,286,333,334,348,385,387,398,406,415,416,418,421,422,460,461,476,506],alpha:[21,27,28,48,95,97,100,101,143,163,194,195,204,205,206,219,247,257,259,321,322,336,347,349,374,381,389,390,391,393,395,396,399,401,402,405,412,415,417,464,473,475,477,479,481,482,483,498,499,508,509,510],alpha_1:[97,101],alpha_2:[97,101],alpha_:[97,101],alpha_norm:[192,347,473],alphabet:[341,350,364,365,366,367,368,369,370,371,374],alreadi:[15,28,29,30,31,32,35,36,37,39,40,82,86,181,324,330,331,332,335,336,337,338,339,341,344,345,346,348,351,352,353,383,391,395,397,405,412,414,415,416,419,420,421,422,424,425,426,434,436,461,471],also:[15,19,20,26,28,29,30,31,32,35,36,37,39,40,82,86,89,103,106,107,108,109,120,139,145,151,164,171,173,174,181,184,185,188,192,193,194,195,199,205,206,208,212,214,216,217,218,222,227,229,230,231,232,235,237,239,260,268,273,324,325,327,329,330,331,332,333,334,335,336,337,338,339,340,341,342,344,345,346,347,348,350,351,352,353,354,355,356,357,358,359,360,364,365,366,367,368,369,370,371,374,382,383,384,387,389,390,393,394,395,396,397,401,403,404,405,406,412,414,415,416,417,418,419,420,421,422,424,425,432,433,436,444,445,446,447,448,455,457,460,461,483,486,504,506,507,508,509,511],alt:[79,80,88,324,511],alt_pnt:86,altaz:[79,80,83,88,89,131,324,511],altaz_fram:[79,80,88],altaz_from_t:[79,88],altaz_interpol:88,altern:[78,323,324,327,329,333,356,374,393,395,397,415,417,419,421,424,444,445,507],although:[324,337,338,339,341,344,348,417,424,469,470,504,511],altitud:390,alwai:[79,82,86,125,174,182,197,324,325,327,330,331,332,334,335,336,338,341,349,350,356,363,370,385,386,387,396,397,401,408,414,417,418,419,421,429,446,460,461],am:333,ambigu:[338,382],amend:327,among:[78,82,86,95,97,100,101,340,344,345,347,371,417,506],amount:[331,338,448],amp:[28,29,30,31,32,35,36,37,39,40,225,500],ampl_2:129,ampl_3:129,amplitud:[28,29,30,31,32,35,36,37,39,40,48,49,66,94,109,115,166,167,169,178,179,184,191,193,195,199,206,209,216,217,218,225,227,230,231,232,242,255,335,336,339,347,390,391,393,394,395,396,397,398,401,402,403,404,405,408,409,410,411,412,415,416,417,421,422,424,425,432,433,434,446,463,464,465,466,468,469,470,471,473,474,475,477,478,480,4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,estimate_kernel:[106,115],estimate_map:103,estimate_mask_default:[106,115],estimate_min_e2dnd:114,estimate_min_excess:114,estimate_npr:[109,110,113],estimate_npred_excess:[109,110,113],estimate_pad_width:115,estimate_scan:[109,110,113],estimate_t:[109,110,113],estimate_time_bin_flux:113,estimate_ul:[109,110,113],estimator_result:412,et:[26,33,59,116,128,192,252,253,334,397,436,506],eta:[201,202,223,466,470,497],eta_:50,eta_b:50,eta_rang:[466,470],etc:[97,101,107,324,329,330,334,335,336,339,340,344,345,348,350,351,371,394,396,401,408,409,411,412,416,419,422,425,432,444,457,506],eu:344,europ:350,ev:[448,483],evalu:[17,18,19,20,21,22,24,25,26,27,28,29,30,31,32,35,36,37,39,40,66,82,86,95,97,100,101,109,113,123,124,125,128,129,130,134,136,138,139,148,155,160,166,167,169,174,175,178,179,184,185,186,187,188,189,190,191,192,193,194,195,196,197,198,199,200,201,202,203,204,205,206,208,211,212,213,214,215,216,217,218,219,222,223,224,225,226,227,228,229,230,231,232,234,235,236,237,238,239,240,324,329,333,339,342,343,346,347,348,363,364,365,367,370,374,379,380,382,383,384,385,386,387,404,405,412,422,424,425,427,444,465,466,473,506,509],evaluate_contain:[129,136,138,376],evaluate_direct:[129,136,138],evaluate_energy_flux:[217,218],evaluate_error:[19,20,26,108,184,185,188,192,193,194,195,199,205,206,208,212,214,216,217,218,222,227,229,230,231,232,235,239,342],evaluate_geom:[186,187,191,197,198,201,213,215,223,224,226,228,234,238,422,466],evaluate_integr:[216,217,218],evaluate_paramet:[129,136,138],evaluation_bin_size_min:[186,187,191,198,201,213,215,223,224,226,228,234,238],evaluation_radiu:[186,187,191,198,201,213,215,223,224,226,228,234,236,238,335,336,347,422],evaluation_region:[186,187,191,198,201,213,215,223,224,226,228,234,238],even:[28,29,30,31,32,35,36,37,39,40,82,86,177,183,324,327,329,331,332,338,341,342,350,351,366,409,412,417,418,419,420,421,422,432,444,446,469,470,507],event:[78,79,80,81,82,83,84,85,96,106,114,127,137,140,142,149,157,166,167,169,175,178,179,189,196,200,202,203,204,219,225,237,240,283,324,325,328,330,334,336,338,339,340,351,355,359,366,367,368,370,374,375,376,381,382,383,384,385,387,390,393,394,395,399,401,402,407,411,418,426,429,431,432,433,444,448,456,457,458,460,504,505,506,509],event_3fhl:434,event_class:[425,434],event_det_coord:96,event_fil:83,event_filt:84,event_filter_typ:84,event_id:[337,424,425,434,445],event_list:[79,324,325,337],event_list_meta:[96,369],event_sampl:[404,407],event_sampling_nrg_depend_model:[405,407],event_typ:[425,434],eventlist:[83,96,157,166,167,169,175,178,179,324,325,330,337,338,339,351,359,364,371,376,378,379,380,382,383,404,405,412,419,424,425,434,448,457],eventlistbas:84,eventlistdataset:383,eventlistlat:445,eventlistmetadata:351,events2:79,events_0001:404,events_1:445,events_2:445,events_3fhl:434,events_:404,events_bkg:337,events_gc_3fhl:434,events_hdr:85,events_list:337,events_new:448,events_path:[78,404],events_src:337,events_tot:337,events_vela:412,eventu:[324,329,340,343,344,359,422],ever:510,everi:[165,167,179,324,327,332,333,334,336,340,349,351,353,390,393,419,433,507],everyon:329,everyth:[324,342,343,448],everywher:[324,338,343,344,363],evid:[116,415],evolut:[50,52,53,192,330,344,407,429,441,442,444,445,453,456,460,462],evolv:[28,29,30,35,36,39,40,50,52,53,192,341,344,351,405],evt_sampl:404,ex:[11,419,421,422],exact:[28,29,30,31,32,35,36,37,39,40,86,342,419,425],exactli:[103,106,109,113,115,171,319,395,410,412,420,425,444,461],exagger:315,examin:[350,452],exampl:[11,19,20,28,29,30,31,32,35,36,37,39,40,64,65,76,78,79,80,81,82,83,84,86,88,92,94,95,97,100,101,103,106,108,110,112,113,114,115,116,124,125,127,128,129,130,135,137,140,141,148,151,153,165,166,167,169,172,175,177,178,179,183,203,209,239,242,277,283,292,304,305,310,314,315,317,319,321,324,325,327,329,332,334,335,336,337,338,339,340,341,342,344,347,350,351,355,356,357,359,363,365,368,371,374,375,376,379,381,382,383,389,390,391,393,394,395,396,397,398,399,401,402,403,404,405,406,408,409,410,411,412,414,415,416,417,418,419,420,421,422,424,425,426,427,429,431,432,433,434,438,439,448,450,451,452,454,459,461,462,501,502,507,509,511,512],example_cub:419,example_cube_fgst:419,except:[65,67,76,82,86,95,97,100,101,144,166,167,169,175,178,179,260,321,324,335,339,343,356,421,461],excerpt:427,excess:[15,65,70,95,97,100,101,104,106,107,108,109,110,113,114,117,118,148,246,247,252,253,322,336,339,370,371,377,382,389,393,394,396,397,398,401,403,406,408,411,412,415,416,418,420,421,426,432,433,446,448],excess_estim:426,excess_estimator_integr:426,excess_integr:426,excess_map:[16,394,398,399,401,432],excess_map_estim:412,excess_matching_signific:[373,383],excess_min:122,excess_r:416,excessestim:348,excessmapconfig:16,excessmapestim:[104,348,370,371,372,374,377,399,401,412,420,426,446],excesspointsestim:348,excessprofileestim:[348,371],exchang:338,exclud:[16,85,94,95,96,97,100,101,112,149,151,183,190,211,330,386,418,420,457,458],exclude_default:[16,85],exclude_non:[16,85],exclude_unset:[16,85],exclus:[16,79,143,145,150,151,152,153,156,165,177,330,338,340,370,372,390,398,401,418,455,457],exclusion_mask:[143,145,150,151,152,153,156,393,399,403,418,420,433,455,457,458],exclusion_mask_2d:418,exclusion_mask_crab:[394,432],exclusion_radiu:420,exclusion_region:393,exclusionmask:380,execut:[11,106,109,113,115,324,325,327,329,331,332,333,339,340,344,353,354,355,356,357,358,359,368,376,382,392,400,407,413,418,419,423,425,428,429,430,434,435,472,493,503,505],exercis:[327,340,344,350],exist:[11,28,29,30,31,32,35,36,37,39,40,42,79,82,83,86,92,93,94,95,97,99,100,101,107,108,153,164,165,166,167,169,170,173,174,175,177,178,179,309,324,327,329,332,333,335,336,337,338,340,341,343,344,345,347,348,350,351,355,356,359,360,363,367,368,382,383,385,387,397,399,416,420,422,425,445,460,461,508],exist_ok:[393,394,401,402,404,432,433],exit:[11,15,82,86,183,190,211,364,471,507],exot:341,exp:[21,28,29,30,31,32,35,36,39,40,128,196,199,206,217,218,230,325,347,411,422,465,466,473,477,478,479,480,489,490,491,495,496,497,510],expand:[113,290,334,374],expand_map:113,expans:[50,52,53],expcutoffpowerlaw3fglspectralmodel:[221,347,391,422,478],expcutoffpowerlaw:479,expcutoffpowerlawnormspectralmodel:[195,221,422,479],expcutoffpowerlawspectralmodel:[19,20,26,76,184,185,188,192,193,194,199,205,206,208,212,214,216,217,218,221,222,227,229,230,231,232,235,239,347,391,393,401,422,477,479,483],expdecai:[196,462,503],expdecay_model:[404,495],expdecaytemporalmodel:[233,347,370,374,404,411,422,495],expect:[28,29,30,31,32,35,36,37,39,40,97,101,107,153,158,159,162,177,246,247,248,250,254,259,283,324,329,337,339,340,341,344,349,351,389,390,395,396,397,399,404,405,409,414,417,419,420,425,427,444,446,508,509,510],expens:[28,29,30,31,32,35,36,37,39,40,393,405],experi:[327,329,333,335,339,353,382,436,506,511],experienc:333,experiment:[28,29,30,31,32,35,36,37,39,40,340,507],expert:344,expertis:341,expfactor:[231,232,490,491],expir:337,explain:[82,86,324,327,329,338,341,343,344,350,353,355,357,368,374,389,393,395,414,417,420,422,448,505,507],explan:[103,106,109,113,115,329,360,511],explicit:[82,86,165,167,324,340,342,348,460,511],explicitli:[19,20,26,28,29,30,31,32,35,36,37,39,40,123,124,125,128,129,130,134,136,138,139,184,185,188,192,193,194,195,199,205,206,208,212,214,216,217,218,222,227,229,230,231,232,235,239,260,334,346,354,364,405,421,460,511],explor:[166,167,169,175,178,179,332,340,359,393,398,401,406,407,409,410,415,416,421,426,427,432,434,444,445,446,448,456,457,460,504],explos:52,expomap:337,expon:[347,422],exponenti:[28,30,36,39,40,193,194,195,196,230,231,232,325,335,368,401,404,411,462,493],exponentialcutoffpowerlaw:483,expos:[6,28,29,30,31,32,35,36,37,39,40,333,338,339,340,343,344,419,429,446,447,505],exposur:[16,79,83,95,97,98,100,101,106,115,119,126,127,132,135,137,140,143,148,155,158,159,161,162,226,255,258,259,330,333,334,335,336,337,348,366,371,379,381,382,383,385,389,390,393,394,395,396,397,398,399,401,403,404,405,408,410,411,416,418,419,420,426,427,432,433,444,453,456,461,509],exposure_geom:[127,137],exposure_hdu:[126,127,132,137,140],exposure_hdu_band:[126,127,132,137,140],exposure_hpx:425,exposure_map:[126,127,132,137,140,158,159,162],exposure_max:416,exposure_min:416,exposure_tim:337,express:[106,116,246,247,335,347,348,399,417,422,444,460,466,508,509,510],exptest:380,extend:[15,19,20,26,70,82,86,87,93,143,168,171,176,179,184,185,188,192,193,194,195,199,205,206,208,211,212,214,216,217,218,222,227,229,230,231,232,235,239,331,335,336,337,338,344,346,347,348,351,355,367,369,374,392,393,397,405,409,415,419,420,421,422,425,429,444,445,456,457,504],extended_archive_v18:471,extended_source_spectral_analysi:[390,392],extens:[41,79,125,166,167,169,171,178,179,186,187,190,191,198,201,211,213,215,223,224,228,234,238,268,326,329,330,331,332,333,335,337,339,340,341,342,343,344,353,377,404,405,422,507],extent:[177,190,211,338,397,422],extern:[325,350,375,379,380,383,424,448],extra:[16,28,29,30,31,32,35,36,37,39,40,47,79,85,164,165,170,174,175,177,181,234,235,323,325,331,332,338,340,341,344,350,351,379,382,383,419,420,448,461],extra_data:85,extra_term:259,extract:[93,95,97,100,101,107,108,113,126,127,132,137,140,144,149,150,155,157,163,166,167,168,169,171,176,177,178,179,236,324,334,339,348,350,351,376,377,387,389,390,393,394,395,396,401,402,404,405,406,408,416,419,432,444,452,457],extragalact:[192,424],extrapol:[123,124,148,166,167,169,175,178,179,192,239,272,374,379,381,382,424,425,460],extras_requir:341,extrem:[324,351,466],f06:48,f06b:[49,438],f06p:49,f0:[237,501],f1:[237,501],f2:[237,501],f4:[124,128,141,395,416,419,424,425],f8:425,f:[17,18,19,20,21,22,24,25,26,27,28,29,30,31,32,35,36,37,39,40,82,86,115,173,184,185,188,192,193,194,195,199,205,206,208,212,214,216,217,218,222,227,229,230,231,232,235,239,260,280,324,327,341,346,347,355,357,376,385,389,390,393,394,396,402,403,404,405,410,411,412,414,415,417,418,420,422,425,426,431,432,433,434,442,457,473,483,494,495,496,497,498,499,500,507,508,509],f_0:[216,486],f_:[251,253,444],f_dead:[79,83],f_i:251,f_pp:252,f_va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\ No newline at end of file diff --git a/docs/dev/tutorials/analysis-1d/sed_fitting.html b/docs/dev/tutorials/analysis-1d/sed_fitting.html index 375468862b2..232acc9b14d 100644 --- a/docs/dev/tutorials/analysis-1d/sed_fitting.html +++ b/docs/dev/tutorials/analysis-1d/sed_fitting.html @@ -638,7 +638,7 @@

Load spectral points
Table length=5 - +
diff --git a/docs/dev/tutorials/analysis-1d/sg_execution_times.html b/docs/dev/tutorials/analysis-1d/sg_execution_times.html index faf1a354cc6..5f5b76c0469 100644 --- a/docs/dev/tutorials/analysis-1d/sg_execution_times.html +++ b/docs/dev/tutorials/analysis-1d/sg_execution_times.html @@ -278,7 +278,7 @@

Computation times#

-

01:11.210 total execution time for tutorials_analysis-1d files:

+

00:59.083 total execution time for tutorials_analysis-1d files:

e_refe_mine_maxdndednde_errpdnde_errndnde_ulsqrt_tsis_ul
GeVGeVGeV1 / (cm2 GeV s)1 / (cm2 GeV s)1 / (cm2 GeV s)1 / (cm2 GeV s)
float64float64float64float64float64float64float64float32bool
@@ -287,31 +287,31 @@ - + - + - + - + - + - + - + diff --git a/docs/dev/tutorials/analysis-1d/spectral_analysis.html b/docs/dev/tutorials/analysis-1d/spectral_analysis.html index 0b97045f7e6..79cdda37cdc 100644 --- a/docs/dev/tutorials/analysis-1d/spectral_analysis.html +++ b/docs/dev/tutorials/analysis-1d/spectral_analysis.html @@ -1048,7 +1048,7 @@

Compute Flux PointsSpectral analysis of extended sources tutorial.

-

Total running time of the script: ( 0 minutes 23.593 seconds)

+

Total running time of the script: ( 0 minutes 19.496 seconds)

Spectral analysis (spectral_analysis.py)

00:23.593

00:19.496

0.0 MB

Spectral analysis with the HLI (spectral_analysis_hli.py)

00:13.207

00:11.299

0.0 MB

1D spectrum simulation (spectrum_simulation.py)

00:12.318

00:09.992

0.0 MB

Spectral analysis of extended sources (extended_source_spectral_analysis.py)

00:07.782

00:06.736

0.0 MB

Spectral analysis with energy-dependent directional cuts (spectral_analysis_rad_max.py)

00:07.153

00:05.853

0.0 MB

Flux point fitting (sed_fitting.py)

00:05.757

00:04.561

0.0 MB

Point source sensitivity (cta_sensitivity.py)

00:01.400

00:01.146

0.0 MB
@@ -287,15 +287,15 @@ - + - + - + diff --git a/docs/dev/tutorials/analysis-3d/analysis_3d.html b/docs/dev/tutorials/analysis-3d/analysis_3d.html index cdbbc57c92d..c3791ee8ccc 100644 --- a/docs/dev/tutorials/analysis-3d/analysis_3d.html +++ b/docs/dev/tutorials/analysis-3d/analysis_3d.html @@ -886,7 +886,7 @@

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

 

 
And the background map

@@ -894,7 +894,7 @@ 
Data reductionplt.show()
-analysis 3d
interactive(children=(SelectionSlider(continuous_update=False, description='Select energy:', layout=Layout(width='50%'), options=('100 GeV - 158 GeV', '158 GeV - 251 GeV', '251 GeV - 398 GeV', '398 GeV - 631 GeV', '631 GeV - 1.00 TeV', '1.00 TeV - 1.58 TeV', '1.58 TeV - 2.51 TeV', '2.51 TeV - 3.98 TeV', '3.98 TeV - 6.31 TeV', '6.31 TeV - 10.0 TeV'), style=SliderStyle(description_width='initial'), value='100 GeV - 158 GeV'), RadioButtons(description='Select stretch:', index=1, options=('linear', 'sqrt', 'log'), style=DescriptionStyle(description_width='initial'), value='sqrt'), Output()), _dom_classes=('widget-interact',))
+analysis 3d
interactive(children=(SelectionSlider(continuous_update=False, description='Select energy:', layout=Layout(width='50%'), options=('100 GeV - 158 GeV', '158 GeV - 251 GeV', '251 GeV - 398 GeV', '398 GeV - 631 GeV', '631 GeV - 1.00 TeV', '1.00 TeV - 1.58 TeV', '1.58 TeV - 2.51 TeV', '2.51 TeV - 3.98 TeV', '3.98 TeV - 6.31 TeV', '6.31 TeV - 10.00 TeV'), style=SliderStyle(description_width='initial'), value='100 GeV - 158 GeV'), RadioButtons(description='Select stretch:', index=1, options=('linear', 'sqrt', 'log'), style=DescriptionStyle(description_width='initial'), value='sqrt'), Output()), _dom_classes=('widget-interact',))
 

 

 
We can quickly check the PSF

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

 

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

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

 
significance_map = result["sqrt_ts"]
 
 kwargs_hist = {"density": True, "alpha": 0.9, "color": "red", "bins": 40}
@@ -1095,21 +1095,21 @@ 
Data reduction
MapDataset
 ----------
 
-  Name                            : 7IjrVxjh
+  Name                            : fqj_3d_w
 
   Total counts                    : 40481
   Total background counts         : 36014.51
@@ -1169,9 +1169,9 @@ 
Data reduction
  name   counts       excess      ... n_fit_bins stat_type stat_sum
                                   ...
 -------- ------ ----------------- ... ---------- --------- --------
-7IjrVxjh  40481       4466.484375 ...     693940      cash      nan
-dzXolsE0  40525 4510.505523195905 ...     693940      cash      nan
-S2u7Bolz  40235 4220.480554966147 ...     693940      cash      nan
+fqj_3d_w  40481       4466.484375 ...     693940      cash      nan
+b13KFSK6  40525 4510.505523195905 ...     693940      cash      nan
+zyGm1Ysk  40235 4220.480554966147 ...     693940      cash      nan
 Models
 
 Component 0: SkyModel
@@ -1192,8 +1192,8 @@ 
Data reductionFit quality assessment and model residuals for a joint Fit quality assessment and model residuals for a joint ExercisesTotal running time of the script: ( 0 minutes  59.987 seconds)

+
Total running time of the script: ( 0 minutes  52.559 seconds)

Source detection and significance maps (detect.py)

00:28.578

00:21.347

0.0 MB

Ring background map (ring_background.py)

00:21.873

00:18.827

0.0 MB

2D map fitting (modeling_2D.py)

00:09.581

00:08.390

0.0 MB
+
- - - - - + + + + +
e_refe_mine_maxdndednde_errtssqrt_tsnprednpred_excessstatcountssuccess
TeVTeVTeV1 / (cm2 s TeV)1 / (cm2 s TeV)
float64float64float64float64float64float64float64float64[1]float32[1]float64float64[1]bool
1.3750.9462.0001.447e-121.783e-13152.51312.350105.7752244878226383.8989213.412106.0True
2.6992.0003.6413.563e-134.835e-14150.65412.27473.0251191219844263.132472.24573.0True
5.2953.6417.7007.332e-141.138e-14121.57011.02653.98359208475904647.4558750.62454.0True
11.1987.70016.2846.353e-152.154e-1521.7894.66813.18842983819716610.6604475.74413.0True
21.97116.28429.6451.109e-156.938e-166.2502.5004.14531053887243.1979892.8994.0True
1.3750.9462.0001.447e-121.783e-13152.51312.350105.7752244874736883.8989213.412106.0True
2.6992.0003.6413.563e-134.835e-14150.65412.27473.0251191214878963.132472.24573.0True
5.2953.6417.7007.332e-141.138e-14121.57011.02653.9835920848837647.4558750.62454.0True
11.1987.70016.2846.353e-152.154e-1521.7894.66813.18842983819364910.6604475.74413.0True
21.97116.28429.6451.109e-156.938e-166.2502.5004.1453105388128773.1979892.8994.0True
@@ -1093,7 +1093,7 @@

What next?Total running time of the script: ( 0 minutes 28.757 seconds)

+

Total running time of the script: ( 0 minutes 22.812 seconds)