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).
☆16Updated 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:
- [SIGIR'22] Official PyTorch implementation for "CORE: Simple and Effective Session-based Recommendation within Consistent Representation …☆37Updated 2 years ago
- [WWW'23] PyTorch implementation for "Learning Vector-Quantized Item Representation for Transferable Sequential Recommenders".☆81Updated 2 years ago
- ☆19Updated 4 months ago
- Official implementation of SIGIR'2021 paper: "Sequential Recommendation with Graph Neural Networks".☆85Updated 2 years ago
- [CIKM '24] Implementation of "Multi-Behavior Generative Recommendation"☆38Updated last year
- WWW 2022 "Sequential Recommendation via Stochastic Self-Attention"☆60Updated 3 years ago
- Code for WSDM 2022 paper, Contrastive Learning for Representation Degeneration Problem in Sequential Recommendation.☆109Updated 3 years ago
- Recommender systems with large language models (Paper list)☆62Updated last year
- KDD'2022: Towards Representation Alignment and Uniformity in Collaborative Filtering☆68Updated 2 years ago
- Session-based Recommendation☆65Updated last year
- Official source code for AAAI 2023 paper: Uniform Sequence Better: Time Interval Aware Data Augmentation for Sequential Recommendation☆65Updated 3 months ago
- An up-to-date, comprehensive and flexible recommendation library☆212Updated last year
- All code necessary for reproducing the "Improving Sequential Recommendation with LLMs" and "Leveraging Large Language Models for Sequenti…☆104Updated last year
- This is our Tensorflow implementation for "Graph-based Embedding Smoothing for Sequential Recommendation" (GES) TKDE 2021.☆20Updated 3 years ago
- [SIGIR 2025] implementation of AlphaFuse: Learn ID Embeddings for Sequential Recommendation in Null Space of Language Embeddings☆24Updated 4 months ago
- https://github.com/JiachengLi1995/TiSASRec in PyTorch☆96Updated 4 months ago
- This is the official implementation of FIRE☆17Updated 10 months ago
- User-oriented Fairness in Recommendation☆28Updated 3 years ago
- Contrastive Self-supervised Sequential Recommendation with Robust Augmentation☆82Updated 2 years ago
- ☆126Updated last year
- Replication of the paper "Text Is All You Need: Learning Language Representations for Sequential Recommendation" on KDD'23.☆121Updated last year
- Towards LLM-RecSys Alignment with Textual ID Learning☆53Updated last year
- This is the official code for WWW 2021 paper "Session-aware Linear Item-Item Models for Session-based Recommendation"☆33Updated last year
- [NeurIPS'24 Spotlight] The official implementation code of LLM-ESR.☆34Updated last year
- This is a library built upon RecBole for cross-domain recommendation algorithms☆104Updated last year
- ☆148Updated 5 months ago
- ☆60Updated 2 years ago
- Large Language Model for Generative Recommendation☆72Updated last year
- CIKM 2022: SVD-GCN: A Simplified Graph Convolution Paradigm for Recommendation☆21Updated 2 years ago
- Codebase for SIGIR 2022 paper: Coarse-to-Fine Sparse Sequential Recommendation☆23Updated 2 years ago