CircleCI build openturns 18376

openturns · Apr 30, 2024 · 852e7a1 · 852e7a1
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diff --git a/openturns/master/_downloads/0ef2e737c16c571c8945b202ec11aae3/auto_calibration_jupyter.zip b/openturns/master/_downloads/0ef2e737c16c571c8945b202ec11aae3/auto_calibration_jupyter.zip
diff --git a/openturns/master/_downloads/2956f462444843914ad64931a5f3732a/UniformOrderStatistics.py b/openturns/master/_downloads/2956f462444843914ad64931a5f3732a/UniformOrderStatistics.py
@@ -0,0 +1,27 @@
+import openturns as ot
+import openturns.experimental as otexp
+from openturns.viewer import View
+
+grid = ot.GridLayout(1, 2)
+pdf_2d = ot.Graph("Uniform order statistics, PDF", "x1", "x2", True)
+cdf_2d = ot.Graph("Uniform order statistics, CDF", "x1", "x2", True)
+
+distribution_2d = otexp.UniformOrderStatistics(2)
+
+cloud = ot.Cloud(distribution_2d.getSample(1000))
+
+xMin = [-0.1] * 2
+xMax = [1.1] * 2
+
+pdf_2d.add(distribution_2d.drawPDF(xMin, xMax))
+pdf_2d.setLegends([""])
+pdf_2d.add(cloud)
+cdf_2d.add(distribution_2d.drawCDF(xMin, xMax, [71] * 2))
+cdf_2d.setLegends([""])
+grid.setGraph(0, 0, pdf_2d)
+grid.setGraph(0, 1, cdf_2d)
+grid.setTitle("UniformOrderStatistics")
+grid.setLegendPosition("upper right")
+v = View(grid)
+fig = v.getFigure()
+fig.axes[1].legend(loc="best")
diff --git a/...s/master/_downloads/32764d685caaf9dcc0d31be3ef384e64/auto_functional_modeling_jupyter.zip b/...s/master/_downloads/32764d685caaf9dcc0d31be3ef384e64/auto_functional_modeling_jupyter.zip
diff --git a/...ns/master/_downloads/4df3e0c0f81319718eb3fb7cc1e6e39e/auto_functional_modeling_python.zip b/...ns/master/_downloads/4df3e0c0f81319718eb3fb7cc1e6e39e/auto_functional_modeling_python.zip
diff --git a/openturns/master/_downloads/58b7cedd7592157d47e84db4a498c83f/auto_data_analysis_jupyter.zip b/openturns/master/_downloads/58b7cedd7592157d47e84db4a498c83f/auto_data_analysis_jupyter.zip
diff --git a/...aster/_downloads/6e518ec737e8c5eb60654ad7ec3146cf/auto_probabilistic_modeling_jupyter.zip b/...aster/_downloads/6e518ec737e8c5eb60654ad7ec3146cf/auto_probabilistic_modeling_jupyter.zip
diff --git a/openturns/master/_downloads/71aec4e01968ab2c8be52211336adbb2/auto_meta_modeling_python.zip b/openturns/master/_downloads/71aec4e01968ab2c8be52211336adbb2/auto_meta_modeling_python.zip
diff --git a/...rns/master/_downloads/7263f63092b58313bb0867d9aebe4337/auto_numerical_methods_jupyter.zip b/...rns/master/_downloads/7263f63092b58313bb0867d9aebe4337/auto_numerical_methods_jupyter.zip
diff --git a/openturns/master/_downloads/88d3828120a999fc8ca5897c5dd2db69/auto_graphs_python.zip b/openturns/master/_downloads/88d3828120a999fc8ca5897c5dd2db69/auto_graphs_python.zip
diff --git a/...ster/_downloads/a1d8d0b63d5143d9b72b4959aac7d782/auto_reliability_sensitivity_jupyter.zip b/...ster/_downloads/a1d8d0b63d5143d9b72b4959aac7d782/auto_reliability_sensitivity_jupyter.zip
diff --git a/...aster/_downloads/a748ffe095675c16859218f143b99a75/auto_reliability_sensitivity_python.zip b/...aster/_downloads/a748ffe095675c16859218f143b99a75/auto_reliability_sensitivity_python.zip
diff --git a/...s/master/_downloads/ab354c8aa9f2cae46f2de37f73b4ce7d/UniformOrderStatistics.png b/...s/master/_downloads/ab354c8aa9f2cae46f2de37f73b4ce7d/UniformOrderStatistics.png
diff --git a/openturns/master/_downloads/abd4774b43e90e70bd9135cf6e27a1a2/auto_meta_modeling_jupyter.zip b/openturns/master/_downloads/abd4774b43e90e70bd9135cf6e27a1a2/auto_meta_modeling_jupyter.zip
diff --git a/...master/_downloads/bb1db896ae1deb897c7b02a1ff591375/auto_probabilistic_modeling_python.zip b/...master/_downloads/bb1db896ae1deb897c7b02a1ff591375/auto_probabilistic_modeling_python.zip
diff --git a/...urns/master/_downloads/dce365067acf481999ee410b3d643a7e/auto_numerical_methods_python.zip b/...urns/master/_downloads/dce365067acf481999ee410b3d643a7e/auto_numerical_methods_python.zip
diff --git a/openturns/master/_downloads/ee2bbb2beb44f9b3de56079b0634b808/auto_calibration_python.zip b/openturns/master/_downloads/ee2bbb2beb44f9b3de56079b0634b808/auto_calibration_python.zip
diff --git a/openturns/master/_downloads/f99df5de352604d8f438a3c4a3ea0b2c/auto_graphs_jupyter.zip b/openturns/master/_downloads/f99df5de352604d8f438a3c4a3ea0b2c/auto_graphs_jupyter.zip
diff --git a/openturns/master/_downloads/ffa9d199d7551d68b3799354df3b5bf5/auto_data_analysis_python.zip b/openturns/master/_downloads/ffa9d199d7551d68b3799354df3b5bf5/auto_data_analysis_python.zip
diff --git a/openturns/master/_images/UniformOrderStatistics.png b/openturns/master/_images/UniformOrderStatistics.png
diff --git a/openturns/master/_images/sphx_glr_plot_ego_003.png b/openturns/master/_images/sphx_glr_plot_ego_003.png
diff --git a/openturns/master/_images/sphx_glr_plot_ego_005.png b/openturns/master/_images/sphx_glr_plot_ego_005.png
diff --git a/openturns/master/_images/sphx_glr_plot_ifs_001.png b/openturns/master/_images/sphx_glr_plot_ifs_001.png
diff --git a/openturns/master/_images/sphx_glr_plot_ifs_002.png b/openturns/master/_images/sphx_glr_plot_ifs_002.png
diff --git a/openturns/master/_images/sphx_glr_plot_ifs_003.png b/openturns/master/_images/sphx_glr_plot_ifs_003.png
diff --git a/openturns/master/_images/sphx_glr_plot_ifs_004.png b/openturns/master/_images/sphx_glr_plot_ifs_004.png
diff --git a/openturns/master/_images/sphx_glr_plot_ifs_thumb.png b/openturns/master/_images/sphx_glr_plot_ifs_thumb.png
diff --git a/openturns/master/_images/sphx_glr_plot_optimization_dlib_002.png b/openturns/master/_images/sphx_glr_plot_optimization_dlib_002.png
diff --git a/openturns/master/_images/sphx_glr_plot_optimization_dlib_003.png b/openturns/master/_images/sphx_glr_plot_optimization_dlib_003.png
diff --git a/openturns/master/_images/sphx_glr_plot_pce_design_001.png b/openturns/master/_images/sphx_glr_plot_pce_design_001.png
diff --git a/openturns/master/_images/sphx_glr_plot_pce_design_thumb.png b/openturns/master/_images/sphx_glr_plot_pce_design_thumb.png
diff --git a/openturns/master/_sources/auto_calibration/bayesian_calibration/plot_gibbs.rst.txt b/openturns/master/_sources/auto_calibration/bayesian_calibration/plot_gibbs.rst.txt
@@ -283,7 +283,7 @@ Let us plot the posterior density.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 13.442 seconds)
+   **Total running time of the script:** (0 minutes 12.316 seconds)
 
 
 .. _sphx_glr_download_auto_calibration_bayesian_calibration_plot_gibbs.py:

diff --git a/...ces/auto_calibration/bayesian_calibration/plot_rwmh_python_distribution.rst.txt b/...ces/auto_calibration/bayesian_calibration/plot_rwmh_python_distribution.rst.txt
@@ -425,7 +425,7 @@ Plot posterior marginal plots only as prior cannot be drawn meaningfully.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 6.328 seconds)
+   **Total running time of the script:** (0 minutes 5.882 seconds)
 
 
 .. _sphx_glr_download_auto_calibration_bayesian_calibration_plot_rwmh_python_distribution.py:

diff --git a/...aster/_sources/auto_calibration/bayesian_calibration/sg_execution_times.rst.txt b/...aster/_sources/auto_calibration/bayesian_calibration/sg_execution_times.rst.txt
@@ -6,7 +6,7 @@
 
 Computation times
 =================
-**00:24.975** total execution time for 7 files **from auto_calibration/bayesian_calibration**:
+**00:23.214** total execution time for 7 files **from auto_calibration/bayesian_calibration**:
 
 .. container::
 
@@ -33,23 +33,23 @@ Computation times
      - Time
      - Mem (MB)
    * - :ref:`sphx_glr_auto_calibration_bayesian_calibration_plot_gibbs.py` (``plot_gibbs.py``)
-     - 00:13.442
+     - 00:12.316
      - 0.0
    * - :ref:`sphx_glr_auto_calibration_bayesian_calibration_plot_rwmh_python_distribution.py` (``plot_rwmh_python_distribution.py``)
-     - 00:06.328
+     - 00:05.882
      - 0.0
    * - :ref:`sphx_glr_auto_calibration_bayesian_calibration_plot_bayesian_calibration_flooding.py` (``plot_bayesian_calibration_flooding.py``)
-     - 00:01.567
+     - 00:01.477
      - 0.0
    * - :ref:`sphx_glr_auto_calibration_bayesian_calibration_plot_bayesian_calibration.py` (``plot_bayesian_calibration.py``)
-     - 00:01.189
+     - 00:01.167
      - 0.0
    * - :ref:`sphx_glr_auto_calibration_bayesian_calibration_plot_gibbs_simus.py` (``plot_gibbs_simus.py``)
-     - 00:01.154
+     - 00:01.129
      - 0.0
    * - :ref:`sphx_glr_auto_calibration_bayesian_calibration_plot_ackley_distribution.py` (``plot_ackley_distribution.py``)
-     - 00:01.005
+     - 00:00.965
      - 0.0
    * - :ref:`sphx_glr_auto_calibration_bayesian_calibration_plot_imh_python_distribution.py` (``plot_imh_python_distribution.py``)
-     - 00:00.289
+     - 00:00.278
      - 0.0
diff --git a/...ration/least_squares_and_gaussian_calibration/plot_calibration_chaboche.rst.txt b/...ration/least_squares_and_gaussian_calibration/plot_calibration_chaboche.rst.txt
@@ -1927,7 +1927,7 @@ Reset default settings
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 7.980 seconds)
+   **Total running time of the script:** (0 minutes 7.083 seconds)
 
 
 .. _sphx_glr_download_auto_calibration_least_squares_and_gaussian_calibration_plot_calibration_chaboche.py:

diff --git a/...least_squares_and_gaussian_calibration/plot_calibration_deflection_tube.rst.txt b/...least_squares_and_gaussian_calibration/plot_calibration_deflection_tube.rst.txt
@@ -896,7 +896,7 @@ Reset default settings
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 4.081 seconds)
+   **Total running time of the script:** (0 minutes 4.048 seconds)
 
 
 .. _sphx_glr_download_auto_calibration_least_squares_and_gaussian_calibration_plot_calibration_deflection_tube.py:

diff --git a/...ration/least_squares_and_gaussian_calibration/plot_calibration_flooding.rst.txt b/...ration/least_squares_and_gaussian_calibration/plot_calibration_flooding.rst.txt
@@ -1695,7 +1695,7 @@ Reset default settings
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 9.287 seconds)
+   **Total running time of the script:** (0 minutes 9.239 seconds)
 
 
 .. _sphx_glr_download_auto_calibration_least_squares_and_gaussian_calibration_plot_calibration_flooding.py:

diff --git a/...o_calibration/least_squares_and_gaussian_calibration/sg_execution_times.rst.txt b/...o_calibration/least_squares_and_gaussian_calibration/sg_execution_times.rst.txt
@@ -6,7 +6,7 @@
 
 Computation times
 =================
-**00:22.664** total execution time for 8 files **from auto_calibration/least_squares_and_gaussian_calibration**:
+**00:21.657** total execution time for 8 files **from auto_calibration/least_squares_and_gaussian_calibration**:
 
 .. container::
 
@@ -33,26 +33,26 @@ Computation times
      - Time
      - Mem (MB)
    * - :ref:`sphx_glr_auto_calibration_least_squares_and_gaussian_calibration_plot_calibration_flooding.py` (``plot_calibration_flooding.py``)
-     - 00:09.287
+     - 00:09.239
      - 0.0
    * - :ref:`sphx_glr_auto_calibration_least_squares_and_gaussian_calibration_plot_calibration_chaboche.py` (``plot_calibration_chaboche.py``)
-     - 00:07.980
+     - 00:07.083
      - 0.0
    * - :ref:`sphx_glr_auto_calibration_least_squares_and_gaussian_calibration_plot_calibration_deflection_tube.py` (``plot_calibration_deflection_tube.py``)
-     - 00:04.081
+     - 00:04.048
      - 0.0
    * - :ref:`sphx_glr_auto_calibration_least_squares_and_gaussian_calibration_plot_calibration_logistic.py` (``plot_calibration_logistic.py``)
-     - 00:00.742
+     - 00:00.741
      - 0.0
    * - :ref:`sphx_glr_auto_calibration_least_squares_and_gaussian_calibration_plot_calibration_quickstart.py` (``plot_calibration_quickstart.py``)
-     - 00:00.319
+     - 00:00.309
      - 0.0
    * - :ref:`sphx_glr_auto_calibration_least_squares_and_gaussian_calibration_plot_calibration_withoutobservedinputs.py` (``plot_calibration_withoutobservedinputs.py``)
-     - 00:00.094
+     - 00:00.091
      - 0.0
    * - :ref:`sphx_glr_auto_calibration_least_squares_and_gaussian_calibration_plot_generate_chaboche.py` (``plot_generate_chaboche.py``)
-     - 00:00.088
+     - 00:00.075
      - 0.0
    * - :ref:`sphx_glr_auto_calibration_least_squares_and_gaussian_calibration_plot_generate_flooding.py` (``plot_generate_flooding.py``)
-     - 00:00.075
+     - 00:00.071
      - 0.0
diff --git a/...o_data_analysis/distribution_fitting/plot_estimate_conditional_quantile.rst.txt b/...o_data_analysis/distribution_fitting/plot_estimate_conditional_quantile.rst.txt
@@ -525,6 +525,11 @@ Our estimated conditional quantile is a good approximate and should be better th
 
 
 
+.. rst-class:: sphx-glr-timing
+
+   **Total running time of the script:** (0 minutes 2.016 seconds)
+
+
 .. _sphx_glr_download_auto_data_analysis_distribution_fitting_plot_estimate_conditional_quantile.py:
 
 .. only:: html

diff --git a/...ces/auto_data_analysis/distribution_fitting/plot_estimate_gev_fremantle.rst.txt b/...ces/auto_data_analysis/distribution_fitting/plot_estimate_gev_fremantle.rst.txt
@@ -1056,7 +1056,7 @@ improvements with respect to model tested before.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 2.345 seconds)
+   **Total running time of the script:** (0 minutes 2.230 seconds)
 
 
 .. _sphx_glr_download_auto_data_analysis_distribution_fitting_plot_estimate_gev_fremantle.py:

diff --git a/..._sources/auto_data_analysis/distribution_fitting/plot_estimate_gpd_rain.rst.txt b/..._sources/auto_data_analysis/distribution_fitting/plot_estimate_gpd_rain.rst.txt
@@ -990,7 +990,7 @@ We can test a linear trend in the log-scale parameter for :math:`\sigma(t)`:
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 24.859 seconds)
+   **Total running time of the script:** (0 minutes 23.923 seconds)
 
 
 .. _sphx_glr_download_auto_data_analysis_distribution_fitting_plot_estimate_gpd_rain.py:

diff --git a/...a_analysis/distribution_fitting/plot_estimate_multivariate_distribution.rst.txt b/...a_analysis/distribution_fitting/plot_estimate_multivariate_distribution.rst.txt
@@ -419,7 +419,7 @@ We build joint distribution from marginal distributions and dependency structure
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 4.222 seconds)
+   **Total running time of the script:** (0 minutes 6.441 seconds)
 
 
 .. _sphx_glr_download_auto_data_analysis_distribution_fitting_plot_estimate_multivariate_distribution.py:

diff --git a/...ter/_sources/auto_data_analysis/distribution_fitting/sg_execution_times.rst.txt b/...ter/_sources/auto_data_analysis/distribution_fitting/sg_execution_times.rst.txt
@@ -6,7 +6,7 @@
 
 Computation times
 =================
-**00:44.231** total execution time for 18 files **from auto_data_analysis/distribution_fitting**:
+**00:46.604** total execution time for 18 files **from auto_data_analysis/distribution_fitting**:
 
 .. container::
 
@@ -33,56 +33,56 @@ Computation times
      - Time
      - Mem (MB)
    * - :ref:`sphx_glr_auto_data_analysis_distribution_fitting_plot_estimate_gpd_rain.py` (``plot_estimate_gpd_rain.py``)
-     - 00:24.859
+     - 00:23.923
      - 0.0
    * - :ref:`sphx_glr_auto_data_analysis_distribution_fitting_plot_estimate_multivariate_distribution.py` (``plot_estimate_multivariate_distribution.py``)
-     - 00:04.222
+     - 00:06.441
      - 0.0
    * - :ref:`sphx_glr_auto_data_analysis_distribution_fitting_plot_estimate_gev_fremantle.py` (``plot_estimate_gev_fremantle.py``)
-     - 00:02.345
-     - 0.0
-   * - :ref:`sphx_glr_auto_data_analysis_distribution_fitting_plot_estimate_gev_racetime.py` (``plot_estimate_gev_racetime.py``)
-     - 00:01.990
+     - 00:02.230
      - 0.0
    * - :ref:`sphx_glr_auto_data_analysis_distribution_fitting_plot_estimate_conditional_quantile.py` (``plot_estimate_conditional_quantile.py``)
-     - 00:01.783
+     - 00:02.016
+     - 0.0
+   * - :ref:`sphx_glr_auto_data_analysis_distribution_fitting_plot_estimate_gev_racetime.py` (``plot_estimate_gev_racetime.py``)
+     - 00:01.832
      - 0.0
    * - :ref:`sphx_glr_auto_data_analysis_distribution_fitting_plot_estimate_gev_pirie.py` (``plot_estimate_gev_pirie.py``)
-     - 00:01.760
+     - 00:01.764
      - 0.0
    * - :ref:`sphx_glr_auto_data_analysis_distribution_fitting_plot_estimate_gpd_dowjones.py` (``plot_estimate_gpd_dowjones.py``)
-     - 00:01.261
-     - 0.0
-   * - :ref:`sphx_glr_auto_data_analysis_distribution_fitting_plot_estimate_non_parametric_distribution.py` (``plot_estimate_non_parametric_distribution.py``)
-     - 00:01.026
+     - 00:01.476
      - 0.0
    * - :ref:`sphx_glr_auto_data_analysis_distribution_fitting_plot_estimate_gpd_wooster.py` (``plot_estimate_gpd_wooster.py``)
-     - 00:01.021
+     - 00:01.245
      - 0.0
-   * - :ref:`sphx_glr_auto_data_analysis_distribution_fitting_plot_estimate_gev_venice.py` (``plot_estimate_gev_venice.py``)
-     - 00:00.730
+   * - :ref:`sphx_glr_auto_data_analysis_distribution_fitting_plot_estimate_non_parametric_distribution.py` (``plot_estimate_non_parametric_distribution.py``)
+     - 00:01.097
      - 0.0
-   * - :ref:`sphx_glr_auto_data_analysis_distribution_fitting_plot_advanced_mle_estimator.py` (``plot_advanced_mle_estimator.py``)
-     - 00:00.682
+   * - :ref:`sphx_glr_auto_data_analysis_distribution_fitting_plot_estimate_gev_venice.py` (``plot_estimate_gev_venice.py``)
+     - 00:00.863
      - 0.0
    * - :ref:`sphx_glr_auto_data_analysis_distribution_fitting_plot_asymptotic_estimators_distribution.py` (``plot_asymptotic_estimators_distribution.py``)
-     - 00:00.654
+     - 00:00.786
      - 0.0
-   * - :ref:`sphx_glr_auto_data_analysis_distribution_fitting_plot_model_singular_multivariate_distribution.py` (``plot_model_singular_multivariate_distribution.py``)
-     - 00:00.585
+   * - :ref:`sphx_glr_auto_data_analysis_distribution_fitting_plot_advanced_mle_estimator.py` (``plot_advanced_mle_estimator.py``)
+     - 00:00.720
      - 0.0
    * - :ref:`sphx_glr_auto_data_analysis_distribution_fitting_plot_smoothing_mixture.py` (``plot_smoothing_mixture.py``)
-     - 00:00.581
+     - 00:00.660
+     - 0.0
+   * - :ref:`sphx_glr_auto_data_analysis_distribution_fitting_plot_model_singular_multivariate_distribution.py` (``plot_model_singular_multivariate_distribution.py``)
+     - 00:00.657
      - 0.0
    * - :ref:`sphx_glr_auto_data_analysis_distribution_fitting_plot_fit_extreme_value_distribution.py` (``plot_fit_extreme_value_distribution.py``)
-     - 00:00.340
+     - 00:00.435
      - 0.0
    * - :ref:`sphx_glr_auto_data_analysis_distribution_fitting_plot_estimate_normal.py` (``plot_estimate_normal.py``)
-     - 00:00.250
+     - 00:00.309
      - 0.0
    * - :ref:`sphx_glr_auto_data_analysis_distribution_fitting_plot_quantilematching_estimator.py` (``plot_quantilematching_estimator.py``)
-     - 00:00.137
+     - 00:00.146
      - 0.0
    * - :ref:`sphx_glr_auto_data_analysis_distribution_fitting_plot_maximumlikelihood_estimator.py` (``plot_maximumlikelihood_estimator.py``)
-     - 00:00.005
+     - 00:00.006
      - 0.0
diff --git a/...s/auto_data_analysis/estimate_dependency_and_copulas/sg_execution_times.rst.txt b/...s/auto_data_analysis/estimate_dependency_and_copulas/sg_execution_times.rst.txt
@@ -6,7 +6,7 @@
 
 Computation times
 =================
-**00:01.155** total execution time for 4 files **from auto_data_analysis/estimate_dependency_and_copulas**:
+**00:01.102** total execution time for 4 files **from auto_data_analysis/estimate_dependency_and_copulas**:
 
 .. container::
 
@@ -33,14 +33,14 @@ Computation times
      - Time
      - Mem (MB)
    * - :ref:`sphx_glr_auto_data_analysis_estimate_dependency_and_copulas_plot_estimate_non_parametric_copula.py` (``plot_estimate_non_parametric_copula.py``)
-     - 00:00.500
+     - 00:00.483
      - 0.0
    * - :ref:`sphx_glr_auto_data_analysis_estimate_dependency_and_copulas_plot_estimate_dependence_wavesurge.py` (``plot_estimate_dependence_wavesurge.py``)
-     - 00:00.241
+     - 00:00.230
      - 0.0
    * - :ref:`sphx_glr_auto_data_analysis_estimate_dependency_and_copulas_plot_estimate_dependence_wind.py` (``plot_estimate_dependence_wind.py``)
-     - 00:00.224
+     - 00:00.214
      - 0.0
    * - :ref:`sphx_glr_auto_data_analysis_estimate_dependency_and_copulas_plot_estimate_copula.py` (``plot_estimate_copula.py``)
-     - 00:00.190
+     - 00:00.174
      - 0.0
diff --git a/..._analysis/estimate_stochastic_processes/plot_estimate_multivariate_arma.rst.txt b/..._analysis/estimate_stochastic_processes/plot_estimate_multivariate_arma.rst.txt
@@ -159,7 +159,7 @@ Estimate the process from the previous realization
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 4.077 seconds)
+   **Total running time of the script:** (0 minutes 3.975 seconds)
 
 
 .. _sphx_glr_download_auto_data_analysis_estimate_stochastic_processes_plot_estimate_multivariate_arma.py:

diff --git a/...ces/auto_data_analysis/estimate_stochastic_processes/sg_execution_times.rst.txt b/...ces/auto_data_analysis/estimate_stochastic_processes/sg_execution_times.rst.txt
@@ -6,7 +6,7 @@
 
 Computation times
 =================
-**00:06.638** total execution time for 5 files **from auto_data_analysis/estimate_stochastic_processes**:
+**00:06.342** total execution time for 5 files **from auto_data_analysis/estimate_stochastic_processes**:
 
 .. container::
 
@@ -33,17 +33,17 @@ Computation times
      - Time
      - Mem (MB)
    * - :ref:`sphx_glr_auto_data_analysis_estimate_stochastic_processes_plot_estimate_multivariate_arma.py` (``plot_estimate_multivariate_arma.py``)
-     - 00:04.077
+     - 00:03.975
      - 0.0
    * - :ref:`sphx_glr_auto_data_analysis_estimate_stochastic_processes_plot_estimate_spectral_density_function.py` (``plot_estimate_spectral_density_function.py``)
-     - 00:00.980
+     - 00:00.870
      - 0.0
    * - :ref:`sphx_glr_auto_data_analysis_estimate_stochastic_processes_plot_estimate_arma.py` (``plot_estimate_arma.py``)
-     - 00:00.826
+     - 00:00.782
      - 0.0
    * - :ref:`sphx_glr_auto_data_analysis_estimate_stochastic_processes_plot_estimate_stationary_covariance_model.py` (``plot_estimate_stationary_covariance_model.py``)
-     - 00:00.469
+     - 00:00.437
      - 0.0
    * - :ref:`sphx_glr_auto_data_analysis_estimate_stochastic_processes_plot_estimate_non_stationary_covariance_model.py` (``plot_estimate_non_stationary_covariance_model.py``)
-     - 00:00.286
+     - 00:00.277
      - 0.0
diff --git a/.../_sources/auto_data_analysis/graphics/plot_sensitivity_par_coo_ishigami.rst.txt b/.../_sources/auto_data_analysis/graphics/plot_sensitivity_par_coo_ishigami.rst.txt
@@ -381,7 +381,7 @@ Display figures
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 3.727 seconds)
+   **Total running time of the script:** (0 minutes 3.420 seconds)
 
 
 .. _sphx_glr_download_auto_data_analysis_graphics_plot_sensitivity_par_coo_ishigami.py:

diff --git a/openturns/master/_sources/auto_data_analysis/graphics/sg_execution_times.rst.txt b/openturns/master/_sources/auto_data_analysis/graphics/sg_execution_times.rst.txt
@@ -6,7 +6,7 @@
 
 Computation times
 =================
-**00:04.161** total execution time for 3 files **from auto_data_analysis/graphics**:
+**00:03.838** total execution time for 3 files **from auto_data_analysis/graphics**:
 
 .. container::
 
@@ -33,11 +33,11 @@ Computation times
      - Time
      - Mem (MB)
    * - :ref:`sphx_glr_auto_data_analysis_graphics_plot_sensitivity_par_coo_ishigami.py` (``plot_sensitivity_par_coo_ishigami.py``)
-     - 00:03.727
+     - 00:03.420
      - 0.0
    * - :ref:`sphx_glr_auto_data_analysis_graphics_plot_visualize_clouds.py` (``plot_visualize_clouds.py``)
-     - 00:00.266
+     - 00:00.253
      - 0.0
    * - :ref:`sphx_glr_auto_data_analysis_graphics_plot_visualize_pairs.py` (``plot_visualize_pairs.py``)
-     - 00:00.169
+     - 00:00.165
      - 0.0