v0.13.1

What's Changed

This is a minor release which mainly fixes several minor bugs and compatibility issues with certain versions of other libraries such as dowhy and sklearn.

Details:

Bug fixes

• improve input processing for StatsModelsLinearRegression by @fverac in #599
• Fix RScorer circular import by @fverac in #596
• Docs - typos in dr.rst by @stanton119 in #603
• Fix small issues by @kbattocchi in #617
• Fix typo in motivation docs by @imatiach-msft in #624
• Another minor typo fix in docs by @imatiach-msft in #625
• Replace Boston housing analysis with Ames housing by @fverac in #598
• Several small fixes by @kbattocchi in #629
• Handle pandas categorical types for categorical columns in _causal_analysis.py by @gaugup in #602
• fix a typo by @zjyfdu in #636
• fix _preprocess_data to align with sklearn refactor by @fverac in #638
• Fix RScorer circular import by @fverac in #596
• Docs - typos in dr.rst by @stanton119 in #603

Compatibility changes

• updates dependency dowhy to v0.7 by @xrowan in #568
• upgrade econml to latest version of shap by @imatiach-msft in #595
• Fix support for sklearn<1.0 by @kbattocchi in #637

Build system improvements

• Profiling Unit Tests by @xrowan in #575
• Disable serial tests on macOS by @kbattocchi in #604
• Adding Microsoft SECURITY.MD by @microsoft-github-policy-service in #622

Full Changelog: v0.13.0...v0.13.1