microsoft / UniRec
UniRec is an easy-to-use, lightweight, and scalable implementation of recommender systems. Its primary objective is to enable users to swiftly construct a comprehensive ecosystem of recommenders using a minimal set of robust and practical recommendation models.
☆41Updated 4 months ago
Related projects ⓘ
Alternatives and complementary repositories for UniRec
- All code necessary for reproducing the "Improving Sequential Recommendation with LLMs" and "Leveraging Large Language Models for Sequenti…☆71Updated 9 months ago
- ☆102Updated last year
- ☆211Updated 9 months ago
- (WWW'24) The first RS that tightly combines LLM with ID-based RS.☆112Updated 3 months ago
- the official implementation of the RecSys 2023 paper “Uncovering ChatGPT's Capabilities in Recommender Systems”☆156Updated 6 months ago
- ☆97Updated 4 months ago
- An up-to-date, comprehensive and flexible recommendation library☆185Updated last year
- ☆70Updated 3 months ago
- (WSDM 2024) Official implementation of the paper "ONCE: Boosting Content-based Recommendation with Both Open- and Closed-source Large Lan…☆68Updated 7 months ago
- Replication of the paper "Text Is All You Need: Learning Language Representations for Sequential Recommendation" on KDD'23.☆91Updated 6 months ago
- ☆53Updated last year
- Large Language Model for Generative Recommendation☆60Updated 8 months ago
- [WWW'23] PyTorch implementation for "Learning Vector-Quantized Item Representation for Transferable Sequential Recommenders".☆65Updated last year
- ☆71Updated 2 months ago
- Code of Paper "ReLLa: Retrieval-enhanced Large Language Models for Mitigating Long Context Problems in Recommendation".☆41Updated 8 months ago
- [KDD'22] Official PyTorch implementation for "Towards Universal Sequence Representation Learning for Recommender Systems".☆171Updated 11 months ago
- How to Index Item IDs for Recommendation Foundation Models☆62Updated last year
- Learnable Item Tokenization for Generative Recommendation (CIKM'24)☆20Updated 3 weeks ago
- A Large-scale Multimodal Dataset for recommender System☆110Updated this week
- The implementation for the work "CoLLM: Integrating Collaborative Embeddings into Large Language Models for Recommendation".☆67Updated 3 weeks ago
- ☆40Updated last year
- OpenP5: An Open-Source Platform for Developing, Training, and Evaluating LLM-based Recommender Systems☆249Updated 5 months ago
- ☆313Updated last year
- Multimodal Dataset and Benchmark for Multi-domain and Cross-domain Recommendation System☆72Updated last month
- Scripts for processing the Amazon Reviews 2023 dataset; implementations and checkpoints of BLaIR: "Bridging Language and Items for Retrie…☆137Updated 3 weeks ago
- KwaiRec: A Fully-observed Dataset for Recommender Systems.☆134Updated 5 months ago
- [ICDE'24] Code of "Adapting Large Language Models by Integrating Collaborative Semantics for Recommendation."☆74Updated 2 months ago
- Source code for SIGIR 2023 paper: Prompt Learning for News Recommendation☆79Updated 4 months ago
- Recommender systems with large language models (Paper list)☆58Updated last year
- ☆40Updated 9 months ago