CircleCI build openturns 14645

openturns · Oct 23, 2023 · e783ab6 · e783ab6
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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/openturns/master/_downloads/9f0e3ff26da804511cf84fb1bb79ac5d/LARS.py b/openturns/master/_downloads/9f0e3ff26da804511cf84fb1bb79ac5d/LARS.py
@@ -0,0 +1,31 @@
+#!/usr/bin/env python
+
+import openturns as ot
+from openturns.usecases import ishigami_function
+from openturns.viewer import View
+
+# data
+ot.RandomGenerator.SetSeed(0)
+im = ishigami_function.IshigamiModel()
+N = 1000
+g = im.model
+x = im.distributionX.getSample(N)
+P = x.getDimension()
+marginals = [im.distributionX.getMarginal(i) for i in range(P)]
+y = g(x)
+
+# polynomial chaos
+q, totalDegree = 0.4, 5
+enumerateFunction = ot.HyperbolicAnisotropicEnumerateFunction(P, q)
+productBasis = ot.OrthogonalProductPolynomialFactory(marginals, enumerateFunction)
+approximationAlgorithm = ot.LeastSquaresMetaModelSelectionFactory(
+    ot.LARS(), ot.CorrectedLeaveOneOut())
+adaptiveStrategy = ot.FixedStrategy(
+    productBasis, enumerateFunction.getStrataCumulatedCardinal(totalDegree))
+projectionStrategy = ot.LeastSquaresStrategy(approximationAlgorithm)
+algo = ot.FunctionalChaosAlgorithm(
+    x, y, im.distributionX, adaptiveStrategy, projectionStrategy)
+algo.run()
+result = algo.getResult()
+graph = result.drawSelectionHistory()
+View(graph)
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/openturns/master/_downloads/c3e7a2fc93529a9a2db13024243b81d2/LARS.png b/openturns/master/_downloads/c3e7a2fc93529a9a2db13024243b81d2/LARS.png
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/LARS.png b/openturns/master/_images/LARS.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
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 13.207 seconds)
+   **Total running time of the script:** (0 minutes 12.594 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
@@ -427,7 +427,7 @@ Plot posterior marginal plots only as prior cannot be drawn meaningfully.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 6.489 seconds)
+   **Total running time of the script:** (0 minutes 5.746 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
@@ -6,20 +6,20 @@
 
 Computation times
 =================
-**00:24.836** total execution time for **auto_calibration_bayesian_calibration** files:
+**00:23.042** total execution time for **auto_calibration_bayesian_calibration** files:
 
 +-----------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_auto_calibration_bayesian_calibration_plot_gibbs.py` (``plot_gibbs.py``)                                                 | 00:13.207 | 0.0 MB |
+| :ref:`sphx_glr_auto_calibration_bayesian_calibration_plot_gibbs.py` (``plot_gibbs.py``)                                                 | 00:12.594 | 0.0 MB |
 +-----------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_auto_calibration_bayesian_calibration_plot_rwmh_python_distribution.py` (``plot_rwmh_python_distribution.py``)           | 00:06.489 | 0.0 MB |
+| :ref:`sphx_glr_auto_calibration_bayesian_calibration_plot_rwmh_python_distribution.py` (``plot_rwmh_python_distribution.py``)           | 00:05.746 | 0.0 MB |
 +-----------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_auto_calibration_bayesian_calibration_plot_bayesian_calibration_flooding.py` (``plot_bayesian_calibration_flooding.py``) | 00:01.438 | 0.0 MB |
+| :ref:`sphx_glr_auto_calibration_bayesian_calibration_plot_bayesian_calibration_flooding.py` (``plot_bayesian_calibration_flooding.py``) | 00:01.277 | 0.0 MB |
 +-----------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_auto_calibration_bayesian_calibration_plot_bayesian_calibration.py` (``plot_bayesian_calibration.py``)                   | 00:01.194 | 0.0 MB |
+| :ref:`sphx_glr_auto_calibration_bayesian_calibration_plot_bayesian_calibration.py` (``plot_bayesian_calibration.py``)                   | 00:01.176 | 0.0 MB |
 +-----------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_auto_calibration_bayesian_calibration_plot_gibbs_simus.py` (``plot_gibbs_simus.py``)                                     | 00:01.179 | 0.0 MB |
+| :ref:`sphx_glr_auto_calibration_bayesian_calibration_plot_gibbs_simus.py` (``plot_gibbs_simus.py``)                                     | 00:01.080 | 0.0 MB |
 +-----------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_auto_calibration_bayesian_calibration_plot_ackley_distribution.py` (``plot_ackley_distribution.py``)                     | 00:01.025 | 0.0 MB |
+| :ref:`sphx_glr_auto_calibration_bayesian_calibration_plot_ackley_distribution.py` (``plot_ackley_distribution.py``)                     | 00:00.903 | 0.0 MB |
 +-----------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_auto_calibration_bayesian_calibration_plot_imh_python_distribution.py` (``plot_imh_python_distribution.py``)             | 00:00.302 | 0.0 MB |
+| :ref:`sphx_glr_auto_calibration_bayesian_calibration_plot_imh_python_distribution.py` (``plot_imh_python_distribution.py``)             | 00:00.266 | 0.0 MB |
 +-----------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+
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
@@ -1928,7 +1928,7 @@ Reset default settings
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 6.912 seconds)
+   **Total running time of the script:** (0 minutes 6.749 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 3.645 seconds)
+   **Total running time of the script:** (0 minutes 3.470 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
@@ -1696,7 +1696,7 @@ Reset default settings
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 9.409 seconds)
+   **Total running time of the script:** (0 minutes 8.888 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
@@ -6,22 +6,22 @@
 
 Computation times
 =================
-**00:21.207** total execution time for **auto_calibration_least_squares_and_gaussian_calibration** files:
+**00:20.290** total execution time for **auto_calibration_least_squares_and_gaussian_calibration** files:
 
 +-------------------------------------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_auto_calibration_least_squares_and_gaussian_calibration_plot_calibration_flooding.py` (``plot_calibration_flooding.py``)                           | 00:09.409 | 0.0 MB |
+| :ref:`sphx_glr_auto_calibration_least_squares_and_gaussian_calibration_plot_calibration_flooding.py` (``plot_calibration_flooding.py``)                           | 00:08.888 | 0.0 MB |
 +-------------------------------------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_auto_calibration_least_squares_and_gaussian_calibration_plot_calibration_chaboche.py` (``plot_calibration_chaboche.py``)                           | 00:06.912 | 0.0 MB |
+| :ref:`sphx_glr_auto_calibration_least_squares_and_gaussian_calibration_plot_calibration_chaboche.py` (``plot_calibration_chaboche.py``)                           | 00:06.749 | 0.0 MB |
 +-------------------------------------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_auto_calibration_least_squares_and_gaussian_calibration_plot_calibration_deflection_tube.py` (``plot_calibration_deflection_tube.py``)             | 00:03.645 | 0.0 MB |
+| :ref:`sphx_glr_auto_calibration_least_squares_and_gaussian_calibration_plot_calibration_deflection_tube.py` (``plot_calibration_deflection_tube.py``)             | 00:03.470 | 0.0 MB |
 +-------------------------------------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_auto_calibration_least_squares_and_gaussian_calibration_plot_calibration_logistic.py` (``plot_calibration_logistic.py``)                           | 00:00.676 | 0.0 MB |
+| :ref:`sphx_glr_auto_calibration_least_squares_and_gaussian_calibration_plot_calibration_logistic.py` (``plot_calibration_logistic.py``)                           | 00:00.656 | 0.0 MB |
 +-------------------------------------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_auto_calibration_least_squares_and_gaussian_calibration_plot_calibration_quickstart.py` (``plot_calibration_quickstart.py``)                       | 00:00.325 | 0.0 MB |
+| :ref:`sphx_glr_auto_calibration_least_squares_and_gaussian_calibration_plot_calibration_quickstart.py` (``plot_calibration_quickstart.py``)                       | 00:00.295 | 0.0 MB |
 +-------------------------------------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_auto_calibration_least_squares_and_gaussian_calibration_plot_calibration_withoutobservedinputs.py` (``plot_calibration_withoutobservedinputs.py``) | 00:00.087 | 0.0 MB |
+| :ref:`sphx_glr_auto_calibration_least_squares_and_gaussian_calibration_plot_calibration_withoutobservedinputs.py` (``plot_calibration_withoutobservedinputs.py``) | 00:00.084 | 0.0 MB |
 +-------------------------------------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_auto_calibration_least_squares_and_gaussian_calibration_plot_generate_chaboche.py` (``plot_generate_chaboche.py``)                                 | 00:00.079 | 0.0 MB |
+| :ref:`sphx_glr_auto_calibration_least_squares_and_gaussian_calibration_plot_generate_chaboche.py` (``plot_generate_chaboche.py``)                                 | 00:00.081 | 0.0 MB |
 +-------------------------------------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_auto_calibration_least_squares_and_gaussian_calibration_plot_generate_flooding.py` (``plot_generate_flooding.py``)                                 | 00:00.074 | 0.0 MB |
+| :ref:`sphx_glr_auto_calibration_least_squares_and_gaussian_calibration_plot_generate_flooding.py` (``plot_generate_flooding.py``)                                 | 00:00.067 | 0.0 MB |
 +-------------------------------------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+
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 5.229 seconds)
+   **Total running time of the script:** (0 minutes 5.302 seconds)
 
 
 .. _sphx_glr_download_auto_data_analysis_distribution_fitting_plot_estimate_gev_fremantle.py:

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 10.052 seconds)
+   **Total running time of the script:** (0 minutes 10.798 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
@@ -403,7 +403,7 @@ We build joint distribution from marginal distributions and dependency structure
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 5.615 seconds)
+   **Total running time of the script:** (0 minutes 5.438 seconds)
 
 
 .. _sphx_glr_download_auto_data_analysis_distribution_fitting_plot_estimate_multivariate_distribution.py: