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Cornac 2.0.0

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@github-actions github-actions released this 05 Mar 06:52
· 33 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

🐛 Bug Fixes

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

📝 Documentation

✅ 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