Cornac 2.0.0
·
30 commits
to refs/heads/master
since this release
What's Changed
In this major release, Cornac will support next-item and next-basket recommendation models.
🧱 Models
- Add Deep Neural Network for Temporal Sets Prediction (DNNTSP) Model (#586) @lthoang
- Add Correlation-Sensitive Next-Basket Recommendation (Beacon) Model (#584) @lthoang
- Add Recency Aware Collaborative Filtering for Next Basket Recommendation (UPCF) Model (#587) @lthoang
- Add Session-based Recommendations With Recurrent Neural Networks (GRU4Rec) model (#574) @lthoang
- Fix Session Popular model (#575) @lthoang
- Add RecVAE model (#568) @flywithu
- Add Temporal-Item-Frequency-based User-KNN (TIFUKNN) model (#566) @lthoang
🚀 Features
- Enhance serving evaluation endpoints (#595) @darrylong
- Add column model type into table models (#588) @lthoang
- Add option to evaluate every next item in next-item evaluation (#580) @lthoang
- Add next-item pipeline (#561) @hieuddo
- Make ANNs compatible with Experiment (#563) @tqtg
🐛 Bug Fixes
📝 Documentation
- Add missing doc for UPCF model (#589) @lthoang
- Update README.md to use stable branch on readthedocs (#571) @darrylong
✅ Other changes
- Update CircleCI config file (#583) @tqtg
- Add back Circle CI for publishing code coverage (#573) @tqtg
Full Changelog: v1.18.0...v2.0.0