Trung-Hoang Le

To whom it may concern, For people who want to find another implementation of NARRE model, there is an implementation using Python 3 and Tensorflow 2.6 support by [Cornac](https://github.com/PreferredAI/cornac). A...

Add Dynamic Recurrent Basket Model (DREAM)

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### Description ### Related Issues https://github.com/PreferredAI/cornac/issues/579 ### Checklist: - [ ] I have added tests. - [x] I have updated the documentation accordingly. - [x] I have updated `README.md` (if...

### Description ### Expected behavior with the suggested feature - [x] GPTop: including Global top frequent items, Personalized top frequent items, and both. https://dl.acm.org/doi/pdf/10.1145/3587153 - [x] [TIFUKNN: Modeling Personalized Item...

[FEATURE] Add next-item recommendation models

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### Description ### Expected behavior with the suggested feature - [ ] [ContraRec: "Sequential Recommendation with Multiple Contrast Signals" Wang et al., TOIS'2022.](https://github.com/THUwangcy/ReChorus/blob/TOIS22/src/models/sequential/ContraRec.py) - [ ] [Modeling Contemporaneous Basket Sequences...

[FEATURE] Init an evaluation with a predefined global_uid_map and global_iid_map

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### Description The current global_uid_map and global_iid_map are reset when building an evaluation. https://github.com/PreferredAI/cornac/blob/f2d44cec7272f01d344c007312d51bc3644968b9/cornac/eval_methods/base_method.py#L646C36-L646C36 ### Expected behavior with the suggested feature We use the dictionary `global_uid_map` or `global_iid_map` if provided...

[FEATURE] Allow running evaluation on validation set during training or right after training is done

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### Description This is a breaking change. In many training/validation/test pipeline, the evaluation on validation data happens during training (for monitoring/model selection). The current version of cornac evaluates validation set...

### Description This is an adaptation of MMNR from the [author implementation](https://github.com/Hiiizhy/MMNR) into cornac ### Related Issues https://github.com/PreferredAI/cornac/issues/579 ### Checklist: - [ ] I have added tests. - [ ]...

[FEATURE] Support chronological split for next-basket recommendation

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### Description Dataset can be split by the order of basket in user sequence. `NextBasketEvaluation` now supports splitting data by user sequence. The data will be split based on `user_id`,...

### Description ### Related Issues ### Checklist: - [ ] I have added tests. - [x] I have updated the documentation accordingly. - [x] I have updated `README.md` (if you...