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@kbattocchi kbattocchi commented Dec 11, 2024

Fixes #938, plus cleans up some other minor issues, including enabling sklearn 1.6 and fixing our documentation builds.

Signed-off-by: Keith Battocchi <kebatt@microsoft.com>
Signed-off-by: Keith Battocchi <kebatt@microsoft.com>
Signed-off-by: Keith Battocchi <kebatt@microsoft.com>
Signed-off-by: Keith Battocchi <kebatt@microsoft.com>
Signed-off-by: Keith Battocchi <kebatt@microsoft.com>
Signed-off-by: Keith Battocchi <kebatt@microsoft.com>
@@ -228,10 +228,10 @@
# Example configuration for intersphinx: refer to the Python standard library.
intersphinx_mapping = {'python': ('https://docs.python.org/3', None),
'numpy': ('https://numpy.org/doc/stable/', None),
'sklearn': ('https://scikit-learn.org/stable/', None),
'sklearn': ('https://scikit-learn.org/1.5/', None),
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Even though this PR enables support for sklearn 1.6, that doesn't help here because our docs still build on Python 3.8 (because of the tensorflow dependency for Deep IV), where sklearn 1.5 is the latest version.

We need to specifically link to this version of the sklearn docs because there was a change in the structure of their docs between 1.5 and 1.6, so the mismatch between what we were building against vs. what we were linking to was causing broken links.

@kbattocchi kbattocchi marked this pull request as ready for review January 14, 2025 15:14
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Looks good!

@kbattocchi kbattocchi merged commit 459a9ff into main Jan 14, 2025
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@kbattocchi kbattocchi deleted the kebatt/miscFixes branch January 14, 2025 15:20
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sklearn.tree.plot_tree does not work with econml.grf.CausalForest
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