Hummingbird v0.4.11

What's Changed

• Update apache-tvm to v0.15.0 by @mshr-h in #709
• All loss functions which supports SGDClassifer are added by @giriprasad51 in #758
• Forcing users to set override flag to unzip without hash integrity check by @ksaur in #761
• Polynomial features will support degree from 0 to n by @giriprasad51 in #763
• Steps towards xgb==2.0 support by @giriprasad51 in #764
• Support for scikit-learn ==1.4.0 by @ksaur in #756
• Warnings maintenance by @ksaur in #757

Breaking API change for model save/load

• In #761 users are now required to add an additional flag if they wish to unzip without the checksum hashes. Ex: model.load(location, override_flag=True) . This is to prevent any potential exploit of the underlying pickle module, so that users can verify the output checksum for model integrity, or set the override_flag if the model is from a trusted source.

TODOs

• We are aware that documentation is not being generated correctly (#762) due to a permissions change.
• We are continuing to investigate how to support xgb==2.0.

New Contributors

• @giriprasad51 made their first contribution in #758

Special thanks

Thank you to our newest contributor @giriprasad51 for his 3 PRs, and thank you to @mshr-h for all of the effort on apache-tvm to v0.15.0 and the ongoing support!

Full Changelog: v0.4.10...v0.4.11