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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/...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/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/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_ego_009.png b/openturns/master/_images/sphx_glr_plot_ego_009.png
diff --git a/openturns/master/_images/sphx_glr_plot_ifs_001.png b/openturns/master/_images/sphx_glr_plot_ifs_001.png
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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 12.361 seconds)
+   **Total running time of the script:** (0 minutes 13.097 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 5.594 seconds)
+   **Total running time of the script:** (0 minutes 6.180 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
 =================
-**00:23.195** total execution time for 7 files **from auto_calibration/bayesian_calibration**:
+**00:24.757** 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``)
-     - 00:12.361
+     - 00:13.097
      - 0.0
    * - :ref:`sphx_glr_auto_calibration_bayesian_calibration_plot_rwmh_python_distribution.py` (``plot_rwmh_python_distribution.py``)
-     - 00:05.594
+     - 00:06.180
      - 0.0
    * - :ref:`sphx_glr_auto_calibration_bayesian_calibration_plot_bayesian_calibration_flooding.py` (``plot_bayesian_calibration_flooding.py``)
-     - 00:01.430
-     - 0.0
-   * - :ref:`sphx_glr_auto_calibration_bayesian_calibration_plot_bayesian_calibration.py` (``plot_bayesian_calibration.py``)
-     - 00:01.334
+     - 00:01.455
      - 0.0
    * - :ref:`sphx_glr_auto_calibration_bayesian_calibration_plot_gibbs_simus.py` (``plot_gibbs_simus.py``)
-     - 00:01.205
+     - 00:01.332
+     - 0.0
+   * - :ref:`sphx_glr_auto_calibration_bayesian_calibration_plot_bayesian_calibration.py` (``plot_bayesian_calibration.py``)
+     - 00:01.314
      - 0.0
    * - :ref:`sphx_glr_auto_calibration_bayesian_calibration_plot_ackley_distribution.py` (``plot_ackley_distribution.py``)
-     - 00:00.987
+     - 00:01.078
      - 0.0
    * - :ref:`sphx_glr_auto_calibration_bayesian_calibration_plot_imh_python_distribution.py` (``plot_imh_python_distribution.py``)
-     - 00:00.284
+     - 00:00.301
      - 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 6.826 seconds)
+   **Total running time of the script:** (0 minutes 7.109 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 3.893 seconds)
+   **Total running time of the script:** (0 minutes 4.045 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 8.893 seconds)
+   **Total running time of the script:** (0 minutes 8.946 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
 =================
-**00:20.923** total execution time for 8 files **from auto_calibration/least_squares_and_gaussian_calibration**:
+**00:21.412** 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``)
-     - 00:08.893
+     - 00:08.946
      - 0.0
    * - :ref:`sphx_glr_auto_calibration_least_squares_and_gaussian_calibration_plot_calibration_chaboche.py` (``plot_calibration_chaboche.py``)
-     - 00:06.826
+     - 00:07.109
      - 0.0
    * - :ref:`sphx_glr_auto_calibration_least_squares_and_gaussian_calibration_plot_calibration_deflection_tube.py` (``plot_calibration_deflection_tube.py``)
-     - 00:03.893
+     - 00:04.045
      - 0.0
    * - :ref:`sphx_glr_auto_calibration_least_squares_and_gaussian_calibration_plot_calibration_logistic.py` (``plot_calibration_logistic.py``)
-     - 00:00.762
+     - 00:00.756
      - 0.0
    * - :ref:`sphx_glr_auto_calibration_least_squares_and_gaussian_calibration_plot_calibration_quickstart.py` (``plot_calibration_quickstart.py``)
-     - 00:00.307
+     - 00:00.310
      - 0.0
    * - :ref:`sphx_glr_auto_calibration_least_squares_and_gaussian_calibration_plot_calibration_withoutobservedinputs.py` (``plot_calibration_withoutobservedinputs.py``)
-     - 00:00.091
+     - 00:00.097
      - 0.0
    * - :ref:`sphx_glr_auto_calibration_least_squares_and_gaussian_calibration_plot_generate_chaboche.py` (``plot_generate_chaboche.py``)
-     - 00:00.076
+     - 00:00.075
      - 0.0
    * - :ref:`sphx_glr_auto_calibration_least_squares_and_gaussian_calibration_plot_generate_flooding.py` (``plot_generate_flooding.py``)
-     - 00:00.073
+     - 00:00.072
      - 0.0
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
@@ -1061,7 +1061,7 @@ improvements with respect to model tested before.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 5.359 seconds)
+   **Total running time of the script:** (0 minutes 5.223 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_gev_pirie.rst.txt b/...sources/auto_data_analysis/distribution_fitting/plot_estimate_gev_pirie.rst.txt
@@ -945,11 +945,6 @@ the threshold :math:`c_{\alpha}` or if the p-value is less than the Type I error
 
 
 
-.. rst-class:: sphx-glr-timing
-
-   **Total running time of the script:** (0 minutes 2.146 seconds)
-
-
 .. _sphx_glr_download_auto_data_analysis_distribution_fitting_plot_estimate_gev_pirie.py:
 
 .. only:: html

diff --git a/...rces/auto_data_analysis/distribution_fitting/plot_estimate_gev_racetime.rst.txt b/...rces/auto_data_analysis/distribution_fitting/plot_estimate_gev_racetime.rst.txt
@@ -1108,7 +1108,7 @@ quadratic model explains even better a large variation in the data.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 10.233 seconds)
+   **Total running time of the script:** (0 minutes 10.175 seconds)
 
 
 .. _sphx_glr_download_auto_data_analysis_distribution_fitting_plot_estimate_gev_racetime.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 6.335 seconds)
+   **Total running time of the script:** (0 minutes 4.255 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
 =================
-**00:30.602** total execution time for 15 files **from auto_data_analysis/distribution_fitting**:
+**00:27.809** total execution time for 15 files **from auto_data_analysis/distribution_fitting**:
 
 .. container::
 
@@ -33,46 +33,46 @@ Computation times
      - Time
      - Mem (MB)
    * - :ref:`sphx_glr_auto_data_analysis_distribution_fitting_plot_estimate_gev_racetime.py` (``plot_estimate_gev_racetime.py``)
-     - 00:10.233
-     - 0.0
-   * - :ref:`sphx_glr_auto_data_analysis_distribution_fitting_plot_estimate_multivariate_distribution.py` (``plot_estimate_multivariate_distribution.py``)
-     - 00:06.335
+     - 00:10.175
      - 0.0
    * - :ref:`sphx_glr_auto_data_analysis_distribution_fitting_plot_estimate_gev_fremantle.py` (``plot_estimate_gev_fremantle.py``)
-     - 00:05.359
+     - 00:05.223
+     - 0.0
+   * - :ref:`sphx_glr_auto_data_analysis_distribution_fitting_plot_estimate_multivariate_distribution.py` (``plot_estimate_multivariate_distribution.py``)
+     - 00:04.255
      - 0.0
    * - :ref:`sphx_glr_auto_data_analysis_distribution_fitting_plot_estimate_gev_pirie.py` (``plot_estimate_gev_pirie.py``)
-     - 00:02.146
+     - 00:01.967
      - 0.0
    * - :ref:`sphx_glr_auto_data_analysis_distribution_fitting_plot_estimate_conditional_quantile.py` (``plot_estimate_conditional_quantile.py``)
-     - 00:01.812
+     - 00:01.739
      - 0.0
    * - :ref:`sphx_glr_auto_data_analysis_distribution_fitting_plot_estimate_non_parametric_distribution.py` (``plot_estimate_non_parametric_distribution.py``)
-     - 00:01.047
+     - 00:00.997
      - 0.0
    * - :ref:`sphx_glr_auto_data_analysis_distribution_fitting_plot_estimate_gev_venice.py` (``plot_estimate_gev_venice.py``)
-     - 00:00.745
+     - 00:00.710
      - 0.0
    * - :ref:`sphx_glr_auto_data_analysis_distribution_fitting_plot_asymptotic_estimators_distribution.py` (``plot_asymptotic_estimators_distribution.py``)
-     - 00:00.684
+     - 00:00.625
      - 0.0
    * - :ref:`sphx_glr_auto_data_analysis_distribution_fitting_plot_model_singular_multivariate_distribution.py` (``plot_model_singular_multivariate_distribution.py``)
-     - 00:00.599
+     - 00:00.578
      - 0.0
    * - :ref:`sphx_glr_auto_data_analysis_distribution_fitting_plot_smoothing_mixture.py` (``plot_smoothing_mixture.py``)
-     - 00:00.585
+     - 00:00.553
      - 0.0
    * - :ref:`sphx_glr_auto_data_analysis_distribution_fitting_plot_fit_extreme_value_distribution.py` (``plot_fit_extreme_value_distribution.py``)
-     - 00:00.367
+     - 00:00.342
      - 0.0
    * - :ref:`sphx_glr_auto_data_analysis_distribution_fitting_plot_advanced_mle_estimator.py` (``plot_advanced_mle_estimator.py``)
-     - 00:00.300
+     - 00:00.263
      - 0.0
    * - :ref:`sphx_glr_auto_data_analysis_distribution_fitting_plot_estimate_normal.py` (``plot_estimate_normal.py``)
-     - 00:00.247
+     - 00:00.235
      - 0.0
    * - :ref:`sphx_glr_auto_data_analysis_distribution_fitting_plot_quantilematching_estimator.py` (``plot_quantilematching_estimator.py``)
-     - 00:00.138
+     - 00:00.142
      - 0.0
    * - :ref:`sphx_glr_auto_data_analysis_distribution_fitting_plot_maximumlikelihood_estimator.py` (``plot_maximumlikelihood_estimator.py``)
      - 00:00.004

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
 =================
-**00:01.065** total execution time for 4 files **from auto_data_analysis/estimate_dependency_and_copulas**:
+**00:01.021** 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``)
-     - 00:00.446
+     - 00:00.432
      - 0.0
    * - :ref:`sphx_glr_auto_data_analysis_estimate_dependency_and_copulas_plot_estimate_dependence_wavesurge.py` (``plot_estimate_dependence_wavesurge.py``)
-     - 00:00.232
+     - 00:00.222
      - 0.0
    * - :ref:`sphx_glr_auto_data_analysis_estimate_dependency_and_copulas_plot_estimate_dependence_wind.py` (``plot_estimate_dependence_wind.py``)
-     - 00:00.223
+     - 00:00.209
      - 0.0
    * - :ref:`sphx_glr_auto_data_analysis_estimate_dependency_and_copulas_plot_estimate_copula.py` (``plot_estimate_copula.py``)
-     - 00:00.165
+     - 00:00.158
      - 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 3.906 seconds)
+   **Total running time of the script:** (0 minutes 3.933 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
 =================
-**00:06.254** total execution time for 5 files **from auto_data_analysis/estimate_stochastic_processes**:
+**00:06.255** 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``)
-     - 00:03.906
+     - 00:03.933
      - 0.0
    * - :ref:`sphx_glr_auto_data_analysis_estimate_stochastic_processes_plot_estimate_spectral_density_function.py` (``plot_estimate_spectral_density_function.py``)
-     - 00:00.871
+     - 00:00.867
      - 0.0
    * - :ref:`sphx_glr_auto_data_analysis_estimate_stochastic_processes_plot_estimate_arma.py` (``plot_estimate_arma.py``)
-     - 00:00.782
+     - 00:00.788
      - 0.0
    * - :ref:`sphx_glr_auto_data_analysis_estimate_stochastic_processes_plot_estimate_stationary_covariance_model.py` (``plot_estimate_stationary_covariance_model.py``)
-     - 00:00.427
+     - 00:00.413
      - 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``)
-     - 00:00.268
+     - 00:00.253
      - 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 3.442 seconds)
+   **Total running time of the script:** (0 minutes 3.098 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
 =================
-**00:03.865** total execution time for 3 files **from auto_data_analysis/graphics**:
+**00:03.504** 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``)
-     - 00:03.442
+     - 00:03.098
      - 0.0
    * - :ref:`sphx_glr_auto_data_analysis_graphics_plot_visualize_clouds.py` (``plot_visualize_clouds.py``)
-     - 00:00.256
+     - 00:00.245
      - 0.0
    * - :ref:`sphx_glr_auto_data_analysis_graphics_plot_visualize_pairs.py` (``plot_visualize_pairs.py``)
-     - 00:00.168
+     - 00:00.161
      - 0.0
diff --git a/.../_sources/auto_data_analysis/manage_data_and_samples/sg_execution_times.rst.txt b/.../_sources/auto_data_analysis/manage_data_and_samples/sg_execution_times.rst.txt
@@ -6,7 +6,7 @@
 
 Computation times
 =================
-**00:00.895** total execution time for 10 files **from auto_data_analysis/manage_data_and_samples**:
+**00:00.858** total execution time for 10 files **from auto_data_analysis/manage_data_and_samples**:
 
 .. container::
 
@@ -33,16 +33,16 @@ Computation times
      - Time
      - Mem (MB)
    * - :ref:`sphx_glr_auto_data_analysis_manage_data_and_samples_plot_sample_correlation.py` (``plot_sample_correlation.py``)
-     - 00:00.439
+     - 00:00.405
      - 0.0
    * - :ref:`sphx_glr_auto_data_analysis_manage_data_and_samples_plot_sample_pandas.py` (``plot_sample_pandas.py``)
-     - 00:00.179
+     - 00:00.188
      - 0.0
    * - :ref:`sphx_glr_auto_data_analysis_manage_data_and_samples_plot_linear_regression.py` (``plot_linear_regression.py``)
-     - 00:00.152
+     - 00:00.138
      - 0.0
    * - :ref:`sphx_glr_auto_data_analysis_manage_data_and_samples_plot_quantile_estimation_wilks.py` (``plot_quantile_estimation_wilks.py``)
-     - 00:00.099
+     - 00:00.101
      - 0.0
    * - :ref:`sphx_glr_auto_data_analysis_manage_data_and_samples_plot_quick_start_point_and_sample.py` (``plot_quick_start_point_and_sample.py``)
      - 00:00.009
@@ -56,9 +56,9 @@ Computation times
    * - :ref:`sphx_glr_auto_data_analysis_manage_data_and_samples_plot_sort_sample.py` (``plot_sort_sample.py``)
      - 00:00.004
      - 0.0
-   * - :ref:`sphx_glr_auto_data_analysis_manage_data_and_samples_plot_import_export_sample_csv.py` (``plot_import_export_sample_csv.py``)
+   * - :ref:`sphx_glr_auto_data_analysis_manage_data_and_samples_plot_randomize_sample_lines.py` (``plot_randomize_sample_lines.py``)
      - 00:00.002
      - 0.0
-   * - :ref:`sphx_glr_auto_data_analysis_manage_data_and_samples_plot_randomize_sample_lines.py` (``plot_randomize_sample_lines.py``)
+   * - :ref:`sphx_glr_auto_data_analysis_manage_data_and_samples_plot_import_export_sample_csv.py` (``plot_import_export_sample_csv.py``)
      - 00:00.002
      - 0.0