This is a major update of the library, with several important improvements, as well as a number of bug-fixes and minor improvements.
What's Changed
- Adds the ability to scale ortholearner training using Ray (by @v-shaal in #800)
- Allows missing values in W and sometimes X (by @fverac in #791)
- Enables federated estimation of linear models (by @kgao in #818)
- Provides a CATE validation suite for discrete models (by @amarvenu in #777 and #836)
- Enable model selection for first stage models (by @kbattocchi in #808 and #848)
- Improve discreteness handling, allow binary outcomes by @fverac in #816
New Contributors
- @star1327p made their first contribution in #713
- @v-shaal made their first contribution in #800
- @kgao made their first contribution in #818
- @amarvenu made their first contribution in #777
Full Changelog: v0.14.1...v0.15.0
Contributors
kbattocchi, kgao, and 4 other contributors