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zoy?nSK^Biu^YMtb-!f$}7f+9^Yn**+xiNdULlQ`zFD82y--dx6_q(ajPvV%DFRSqv zFMf{emFYhlYl;kdVE5(VJCe~Tu6_xb$nXE+ikH=HQ_5kTI{!f|z1Q(p&oqm>Ge8j$F9TC&F@6HV$y;ojHl z7)w3tPgPSDDp2b=$uAV3SyX4K0P?f@WmaT=#V4gyIpok?ul-r)s;G<4`B0xd8V^F} zc2kQ3=xC{f-!rirZEfsMgq7p-7p$TB)b=HqSYU2Fr3y-sbqq5(bqs9Gm2*cIilKVt z(A3!Uum%3S8Q7k8Hqd}WqnuIoi=P;P-Gz%VRLjA&OzHA=<7y@!%u(^9j)nKMgBKP0 zrB*H*d_Nq-FOrbXyk}=6_0~q*C{DUaEakLdrQ*^|`csEp;5o8T2*f&LkEI68JL*=K zCmzX_hP!vXk>G5%VkW+?UN?c=eb$D@LGIkVA2ftgGqxZ;6~Qfr(in9%a*c3Yi47ff z{8g_e3{n?F&~h<%UNm?aW!iA^l7eh7Xf1Qav?Taf{e_)|m9pdIiC zft;Z*Fg%=cJ_I8QgF(O}_!7!MA&~aRUr8-NONz%}_6|Yao%R-d1U3s++4%W;?MD%` zhJ, included_edges=, excluded_edges=, num_distributions=1, obs_distribution=True, intervention_targets=[], symmetric_diff_map={}, sigma_map={}, f_nodes=[], num_domains=1, domain_map={}, s_nodes=[]) + Context(observed_variables={'PSH', 'G', 'L', 'S', 'I'}, latent_variables=set(), state_variables={}, init_graph=, included_edges=, excluded_edges=, num_distributions=1, obs_distribution=True, intervention_targets=[], symmetric_diff_map={}, sigma_map={}, f_nodes=[], num_domains=1, domain_map={}, s_nodes=[]) True @@ -180,7 +180,7 @@ relationship. As such, the resulting graph is no longer a valid PAG. .. code-block:: none ConditioningSetSelection.PDS - Context(observed_variables={'G', 'PSH', 'L', 'I', 'S'}, latent_variables=set(), state_variables={}, init_graph=, included_edges=, excluded_edges=, num_distributions=1, obs_distribution=True, intervention_targets=[], symmetric_diff_map={}, sigma_map={}, f_nodes=[], num_domains=1, domain_map={}, s_nodes=[]) + Context(observed_variables={'PSH', 'G', 'L', 'S', 'I'}, latent_variables=set(), state_variables={}, init_graph=, included_edges=, excluded_edges=, num_distributions=1, obs_distribution=True, intervention_targets=[], symmetric_diff_map={}, sigma_map={}, f_nodes=[], num_domains=1, domain_map={}, s_nodes=[]) False @@ -195,9 +195,9 @@ References .. rst-class:: sphx-glr-timing - **Total running time of the script:** (0 minutes 1.231 seconds) + **Total running time of the script:** (0 minutes 1.254 seconds) -**Estimated memory usage:** 166 MB +**Estimated memory usage:** 165 MB .. _sphx_glr_download_auto_examples_intro_checking_validity_of_a_pag.py: diff --git a/dev/_sources/auto_examples/intro/inducing_path.rst.txt b/dev/_sources/auto_examples/intro/inducing_path.rst.txt index f5529236d..d1a55ceeb 100644 --- a/dev/_sources/auto_examples/intro/inducing_path.rst.txt +++ b/dev/_sources/auto_examples/intro/inducing_path.rst.txt @@ -243,7 +243,7 @@ References **Total running time of the script:** (0 minutes 1.247 seconds) -**Estimated memory usage:** 164 MB +**Estimated memory usage:** 163 MB .. _sphx_glr_download_auto_examples_intro_inducing_path.py: diff --git a/dev/_sources/auto_examples/intro/intro_causal_graphs.rst.txt b/dev/_sources/auto_examples/intro/intro_causal_graphs.rst.txt index 9a4484c01..805e72593 100644 --- a/dev/_sources/auto_examples/intro/intro_causal_graphs.rst.txt +++ b/dev/_sources/auto_examples/intro/intro_causal_graphs.rst.txt @@ -169,7 +169,7 @@ Here, we will simulate some data to understand causal graphs in the context of S .. code-block:: none - Fitting causal models: 0%| | 0/5 [00:00 + @@ -427,7 +427,7 @@ References .. rst-class:: sphx-glr-timing - **Total running time of the script:** (0 minutes 2.546 seconds) + **Total running time of the script:** (0 minutes 2.385 seconds) **Estimated memory usage:** 249 MB diff --git a/dev/_sources/auto_examples/intro/sg_execution_times.rst.txt b/dev/_sources/auto_examples/intro/sg_execution_times.rst.txt index 4d406f6b7..2c398408d 100644 --- a/dev/_sources/auto_examples/intro/sg_execution_times.rst.txt +++ b/dev/_sources/auto_examples/intro/sg_execution_times.rst.txt @@ -6,7 +6,7 @@ Computation times ================= -**00:05.023** total execution time for 3 files **from auto_examples/intro**: +**00:04.885** total execution time for 3 files **from auto_examples/intro**: .. container:: @@ -33,11 +33,11 @@ Computation times - Time - Mem (MB) * - :ref:`sphx_glr_auto_examples_intro_intro_causal_graphs.py` (``intro_causal_graphs.py``) - - 00:02.546 - - 249.3 + - 00:02.385 + - 248.6 + * - :ref:`sphx_glr_auto_examples_intro_checking_validity_of_a_pag.py` (``checking_validity_of_a_pag.py``) + - 00:01.254 + - 164.7 * - :ref:`sphx_glr_auto_examples_intro_inducing_path.py` (``inducing_path.py``) - 00:01.247 - - 164.3 - * - :ref:`sphx_glr_auto_examples_intro_checking_validity_of_a_pag.py` (``checking_validity_of_a_pag.py``) - - 00:01.231 - - 166.0 + - 163.0 diff --git a/dev/_sources/auto_examples/mixededge/plot_mixed_edge_graph.rst.txt b/dev/_sources/auto_examples/mixededge/plot_mixed_edge_graph.rst.txt index c25d2a6f3..fccc3dd7b 100644 --- a/dev/_sources/auto_examples/mixededge/plot_mixed_edge_graph.rst.txt +++ b/dev/_sources/auto_examples/mixededge/plot_mixed_edge_graph.rst.txt @@ -154,7 +154,7 @@ Mixed Edge Graph Properties MixedEdgeGraph named 'IV Graph' with 3 nodes and 3 edges and 2 edge types is directed: False because there are directed edges. False ['directed', 'bidirected'] - {'directed': , 'bidirected': } + {'directed': , 'bidirected': } @@ -312,9 +312,9 @@ class properties. Moreover, one can specify the edge type. .. rst-class:: sphx-glr-timing - **Total running time of the script:** (0 minutes 1.541 seconds) + **Total running time of the script:** (0 minutes 1.445 seconds) -**Estimated memory usage:** 171 MB +**Estimated memory usage:** 169 MB .. _sphx_glr_download_auto_examples_mixededge_plot_mixed_edge_graph.py: diff --git a/dev/_sources/auto_examples/mixededge/sg_execution_times.rst.txt b/dev/_sources/auto_examples/mixededge/sg_execution_times.rst.txt index 8aff1e816..abd391475 100644 --- a/dev/_sources/auto_examples/mixededge/sg_execution_times.rst.txt +++ b/dev/_sources/auto_examples/mixededge/sg_execution_times.rst.txt @@ -6,7 +6,7 @@ Computation times ================= -**00:01.541** total execution time for 1 file **from auto_examples/mixededge**: +**00:01.445** total execution time for 1 file **from auto_examples/mixededge**: .. container:: @@ -33,5 +33,5 @@ Computation times - Time - Mem (MB) * - :ref:`sphx_glr_auto_examples_mixededge_plot_mixed_edge_graph.py` (``plot_mixed_edge_graph.py``) - - 00:01.541 - - 170.8 + - 00:01.445 + - 169.0 diff --git a/dev/_sources/auto_examples/visualization/draw_and_compare_graphs_with_same_layout.rst.txt b/dev/_sources/auto_examples/visualization/draw_and_compare_graphs_with_same_layout.rst.txt index 3bc627292..0e0ecf425 100644 --- a/dev/_sources/auto_examples/visualization/draw_and_compare_graphs_with_same_layout.rst.txt +++ b/dev/_sources/auto_examples/visualization/draw_and_compare_graphs_with_same_layout.rst.txt @@ -139,9 +139,9 @@ such as `Dagitty `_. .. rst-class:: sphx-glr-timing - **Total running time of the script:** (0 minutes 0.493 seconds) + **Total running time of the script:** (0 minutes 0.438 seconds) -**Estimated memory usage:** 164 MB +**Estimated memory usage:** 163 MB .. _sphx_glr_download_auto_examples_visualization_draw_and_compare_graphs_with_same_layout.py: diff --git a/dev/_sources/auto_examples/visualization/plot_timeseries_graphs.rst.txt b/dev/_sources/auto_examples/visualization/plot_timeseries_graphs.rst.txt index 285bddda2..779de5ef2 100644 --- a/dev/_sources/auto_examples/visualization/plot_timeseries_graphs.rst.txt +++ b/dev/_sources/auto_examples/visualization/plot_timeseries_graphs.rst.txt @@ -136,9 +136,9 @@ which creates a nice default layout for time-series graphs. .. rst-class:: sphx-glr-timing - **Total running time of the script:** (0 minutes 1.140 seconds) + **Total running time of the script:** (0 minutes 1.141 seconds) -**Estimated memory usage:** 164 MB +**Estimated memory usage:** 163 MB .. _sphx_glr_download_auto_examples_visualization_plot_timeseries_graphs.py: diff --git a/dev/_sources/auto_examples/visualization/sg_execution_times.rst.txt b/dev/_sources/auto_examples/visualization/sg_execution_times.rst.txt index e96018e68..280c80665 100644 --- a/dev/_sources/auto_examples/visualization/sg_execution_times.rst.txt +++ b/dev/_sources/auto_examples/visualization/sg_execution_times.rst.txt @@ -6,7 +6,7 @@ Computation times ================= -**00:01.634** total execution time for 2 files **from auto_examples/visualization**: +**00:01.579** total execution time for 2 files **from auto_examples/visualization**: .. container:: @@ -33,8 +33,8 @@ Computation times - Time - Mem (MB) * - :ref:`sphx_glr_auto_examples_visualization_plot_timeseries_graphs.py` (``plot_timeseries_graphs.py``) - - 00:01.140 - - 164.3 + - 00:01.141 + - 163.0 * - :ref:`sphx_glr_auto_examples_visualization_draw_and_compare_graphs_with_same_layout.py` (``draw_and_compare_graphs_with_same_layout.py``) - - 00:00.493 - - 164.3 + - 00:00.438 + - 163.0 diff --git a/dev/_sources/sg_execution_times.rst.txt b/dev/_sources/sg_execution_times.rst.txt index 87c8e42c7..656cfe142 100644 --- a/dev/_sources/sg_execution_times.rst.txt +++ b/dev/_sources/sg_execution_times.rst.txt @@ -6,7 +6,7 @@ Computation times ================= -**00:08.198** total execution time for 6 files **from all galleries**: +**00:07.910** total execution time for 6 files **from all galleries**: .. container:: @@ -33,20 +33,20 @@ Computation times - Time - Mem (MB) * - :ref:`sphx_glr_auto_examples_intro_intro_causal_graphs.py` (``../examples/intro/intro_causal_graphs.py``) - - 00:02.546 - - 249.3 + - 00:02.385 + - 248.6 * - :ref:`sphx_glr_auto_examples_mixededge_plot_mixed_edge_graph.py` (``../examples/mixededge/plot_mixed_edge_graph.py``) - - 00:01.541 - - 170.8 + - 00:01.445 + - 169.0 + * - :ref:`sphx_glr_auto_examples_intro_checking_validity_of_a_pag.py` (``../examples/intro/checking_validity_of_a_pag.py``) + - 00:01.254 + - 164.7 * - :ref:`sphx_glr_auto_examples_intro_inducing_path.py` (``../examples/intro/inducing_path.py``) - 00:01.247 - - 164.3 - * - :ref:`sphx_glr_auto_examples_intro_checking_validity_of_a_pag.py` (``../examples/intro/checking_validity_of_a_pag.py``) - - 00:01.231 - - 166.0 + - 163.0 * - :ref:`sphx_glr_auto_examples_visualization_plot_timeseries_graphs.py` (``../examples/visualization/plot_timeseries_graphs.py``) - - 00:01.140 - - 164.3 + - 00:01.141 + - 163.0 * - :ref:`sphx_glr_auto_examples_visualization_draw_and_compare_graphs_with_same_layout.py` (``../examples/visualization/draw_and_compare_graphs_with_same_layout.py``) - - 00:00.493 - - 164.3 + - 00:00.438 + - 163.0 diff --git a/dev/auto_examples/intro/checking_validity_of_a_pag.html b/dev/auto_examples/intro/checking_validity_of_a_pag.html index 10938d68d..d15ae8a40 100644 --- a/dev/auto_examples/intro/checking_validity_of_a_pag.html +++ b/dev/auto_examples/intro/checking_validity_of_a_pag.html @@ -539,7 +539,7 @@

Validity of a PAG
ConditioningSetSelection.PDS
-Context(observed_variables={'G', 'PSH', 'L', 'I', 'S'}, latent_variables=set(), state_variables={}, init_graph=<networkx.classes.graph.Graph object at 0x700d4f228610>, included_edges=<networkx.classes.graph.Graph object at 0x700d4f228d10>, excluded_edges=<networkx.classes.graph.Graph object at 0x700d4f229150>, num_distributions=1, obs_distribution=True, intervention_targets=[], symmetric_diff_map={}, sigma_map={}, f_nodes=[], num_domains=1, domain_map={}, s_nodes=[])
+Context(observed_variables={'PSH', 'G', 'L', 'S', 'I'}, latent_variables=set(), state_variables={}, init_graph=<networkx.classes.graph.Graph object at 0x7229af908c50>, included_edges=<networkx.classes.graph.Graph object at 0x7229af909350>, excluded_edges=<networkx.classes.graph.Graph object at 0x7229af909790>, num_distributions=1, obs_distribution=True, intervention_targets=[], symmetric_diff_map={}, sigma_map={}, f_nodes=[], num_domains=1, domain_map={}, s_nodes=[])
 True
@@ -558,7 +558,7 @@

Validity of a PAG
ConditioningSetSelection.PDS
-Context(observed_variables={'G', 'PSH', 'L', 'I', 'S'}, latent_variables=set(), state_variables={}, init_graph=<networkx.classes.graph.Graph object at 0x700d4f234590>, included_edges=<networkx.classes.graph.Graph object at 0x700d4f234c90>, excluded_edges=<networkx.classes.graph.Graph object at 0x700d4f2350d0>, num_distributions=1, obs_distribution=True, intervention_targets=[], symmetric_diff_map={}, sigma_map={}, f_nodes=[], num_domains=1, domain_map={}, s_nodes=[])
+Context(observed_variables={'PSH', 'G', 'L', 'S', 'I'}, latent_variables=set(), state_variables={}, init_graph=<networkx.classes.graph.Graph object at 0x7229af91ce90>, included_edges=<networkx.classes.graph.Graph object at 0x7229af91d590>, excluded_edges=<networkx.classes.graph.Graph object at 0x7229af91d9d0>, num_distributions=1, obs_distribution=True, intervention_targets=[], symmetric_diff_map={}, sigma_map={}, f_nodes=[], num_domains=1, domain_map={}, s_nodes=[])
 False
@@ -574,8 +574,8 @@

ReferencesTotal running time of the script: (0 minutes 1.231 seconds)

-

Estimated memory usage: 166 MB

+

Total running time of the script: (0 minutes 1.254 seconds)

+

Estimated memory usage: 165 MB