Cornac

What's Changed

🐛 Bug Fixes

* Fix issue 628 with '.A' stuff on csr_matrix (631) quentinhaenn
* [BUG] Add missing import statement for amazon digital music dataset (636) lthoang

📝 Documentation

* Add multimodality table to documentation (639) darrylong
* Enhance Model Display UI in ReadTheDocs (632) darrylong
* Add Model Table Display into Readthedocs (624) darrylong
* Include documentation links for model list in readme (625) darrylong
* [docs] Update typo in README.md (626) lgabs

✅ Other changes

* Fix Pytest error in test cases due to Numpy 2.0 incompatibility (627) darrylong

**Full Changelog**: https://github.com/PreferredAI/cornac/compare/v2.2.1...v2.2.2

What's Changed

🐛 Bug Fixes

* [BUG] Failed test case due to different ordering caused by identical scores (622) lthoang

📝 Documentation

* Fix Documentation iamaresearcher.rst Tuning Hyperparameters (623) darrylong
* Update TriRank documentation (619) lthoang

**Full Changelog**: https://github.com/PreferredAI/cornac/compare/v2.2.0...v2.2.1

What's Changed

🚀 Features

* Add metadata file when saving model (607) tqtg

🐛 Bug Fixes

* Update LightGCN to remove torch requirement for prediction (617) darrylong
* Fix .rank() method for multiple models (615) hieuddo
* Add save and load functions for BiVAECF model (608) tqtg
* Lightgcn fix (606) theisjendal

📝 Documentation

* Improve the main models table and example/tutorials in README (610) lgabs

✅ Other changes

* Add more build platforms in GitHub Actions (612) tqtg

**Full Changelog**: https://github.com/PreferredAI/cornac/compare/v2.1.0...v2.2.0

What's Changed

🧱 Models

* Feature/add dmrl: Add DMRL Model (597) mabeckers
* Hypergraphs with Attention on Reviews for Explainable Recommendation (600) theisjendal
* Lightgcn fix (602) theisjendal

📝 Documentation

* [docs] Update link in working_with_auxiliary_data.md (598) lgabs
* Update to announcement banner in readthedocs (601) darrylong

✅ Other changes

* Update docker-compose serving image (599) darrylong
* Update GitHub actions build docker image registry (596) darrylong

**Full Changelog**: https://github.com/PreferredAI/cornac/compare/v2.0.0...v2.1.0

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

* [Beacon] max_seq_length is the maximum number of baskets in training sequence (591) lthoang

📝 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**: https://github.com/PreferredAI/cornac/compare/v1.18.0...v2.0.0