Furyton / Recommender-Baseline-ModelLinks
common used Recommend Baseline Model, including the traditional statistical model, and the Nerual Network Model. Focus on the SRS (Sequential Recommend System).
☆17Updated 3 years ago
Alternatives and similar repositories for Recommender-Baseline-Model
Users that are interested in Recommender-Baseline-Model are comparing it to the libraries listed below
Sorting:
- An up-to-date, comprehensive and flexible recommendation library☆213Updated last year
- ☆19Updated 6 months ago
- Session-based Recommendation☆65Updated last year
- [SIGIR'22] Official PyTorch implementation for "CORE: Simple and Effective Session-based Recommendation within Consistent Representation …☆37Updated 3 years ago
- This is the official implementation of FIRE☆18Updated 11 months ago
- KDD'2022: Towards Representation Alignment and Uniformity in Collaborative Filtering☆68Updated 2 years ago
- [WWW'23] PyTorch implementation for "Learning Vector-Quantized Item Representation for Transferable Sequential Recommenders".☆84Updated 2 years ago
- ☆86Updated last year
- [SIGIR 2025] implementation of AlphaFuse: Learn ID Embeddings for Sequential Recommendation in Null Space of Language Embeddings☆27Updated 5 months ago
- This is our Tensorflow implementation for "Graph-based Embedding Smoothing for Sequential Recommendation" (GES) TKDE 2021.☆20Updated 3 years ago
- All code necessary for reproducing the "Improving Sequential Recommendation with LLMs" and "Leveraging Large Language Models for Sequenti…☆106Updated last year
- Recommender systems with large language models (Paper list)☆63Updated last year
- RecBole-Debias is a toolkit built upon RecBole for reproducing and developing debiased recommendation algorithms.☆41Updated 2 years ago
- [CIKM '24] Implementation of "Multi-Behavior Generative Recommendation"☆41Updated last year
- Replication of the paper "Text Is All You Need: Learning Language Representations for Sequential Recommendation" on KDD'23.☆122Updated last year
- The repository for Continual Collaborative Distillation for Recommender Systems, accepted in KDD'24.☆16Updated 8 months ago
- How to Index Item IDs for Recommendation Foundation Models☆84Updated 3 months ago
- [KDD'25] Large Language Model Enhanced Recommender Systems: Methods, Applications and Trends☆98Updated 7 months ago
- ☆15Updated 2 years ago
- Towards LLM-RecSys Alignment with Textual ID Learning☆53Updated last year
- Official source code for AAAI 2023 paper: Uniform Sequence Better: Time Interval Aware Data Augmentation for Sequential Recommendation☆65Updated 4 months ago
- ☆63Updated last year
- ☆61Updated 2 years ago
- SVD-AE: Simple Autoencoders for Collaborative Filtering☆18Updated last year
- [WSDM'25] "Temporal Linear Item-Item Model for Sequential Recommendation"☆23Updated 7 months ago
- WWW 2022 "Sequential Recommendation via Stochastic Self-Attention"☆61Updated 3 years ago
- ☆56Updated last year
- This is the official code for WWW 2021 paper "Session-aware Linear Item-Item Models for Session-based Recommendation"☆33Updated 2 years ago
- [NeurIPS'24] The official implementation code of LLM-ESR.☆27Updated last year
- Code for WSDM 2022 paper, Contrastive Learning for Representation Degeneration Problem in Sequential Recommendation.☆113Updated 3 years ago