EconML Files

What's Changed

This release contains a major new feature, treatment featurization (#615), plus a number of bugfixes and minor improvements.

Breaking changes: several deprecated features have now been removed, and DynamicDML has been moved to a new econml.panel package.

Details

Major changes

• treatment featurization by @fverac in https://github.com/microsoft/EconML/pull/615
• Create panel subpackage by @kbattocchi in https://github.com/microsoft/EconML/pull/662
• Remove deprecated functionality by @kbattocchi in https://github.com/microsoft/EconML/pull/663

Minor updates and bugfixes

• fix small typo by @Padarn in https://github.com/microsoft/EconML/pull/651
• initial commit for aka.ms/econml doc migration by @fverac in https://github.com/microsoft/EconML/pull/640
• Update README.md by @coreynoone in https://github.com/microsoft/EconML/pull/658
• add usage examples in docs for backdoor and IV methods, add KernelDML to docs by @fverac in https://github.com/microsoft/EconML/pull/677
• Update Policy Learning with Trees and Forests.ipynb by @OliverTseng in https://github.com/microsoft/EconML/pull/685

Package changes

• Remove dowhy as core dependency by @kbattocchi in https://github.com/microsoft/EconML/pull/661
• add matplotlib version ceiling by @fverac in https://github.com/microsoft/EconML/pull/680

Build system changes

• update some pipeline images (macos-12, ubuntu20), fix pycodestyle E275 by @fverac in https://github.com/microsoft/EconML/pull/672

New Contributors

• @Padarn made their first contribution in https://github.com/microsoft/EconML/pull/651
• @coreynoone made their first contribution in https://github.com/microsoft/EconML/pull/658
• @OliverTseng made their first contribution in https://github.com/microsoft/EconML/pull/685

Full Changelog: https://github.com/microsoft/EconML/compare/v0.13.1...v0.14.0