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.
☆45Updated 6 months ago
Alternatives and similar repositories for UniRec:
Users that are interested in UniRec are comparing it to the libraries listed below
- (WWW'24) The first RS that tightly combines LLM with ID-based RS.☆126Updated 5 months ago
- ☆113Updated last year
- ☆217Updated 11 months ago
- ☆114Updated 6 months ago
- Multimodal Dataset and Benchmark for Multi-domain and Cross-domain Recommendation System☆77Updated 3 months ago
- All code necessary for reproducing the "Improving Sequential Recommendation with LLMs" and "Leveraging Large Language Models for Sequenti…☆84Updated 11 months ago
- (WSDM 2024) Official implementation of the paper "ONCE: Boosting Content-based Recommendation with Both Open- and Closed-source Large Lan…☆70Updated 9 months ago
- ☆77Updated 3 months ago
- the official implementation of the RecSys 2023 paper “Uncovering ChatGPT's Capabilities in Recommender Systems”☆165Updated 8 months ago
- Large Language Model for Generative Recommendation☆59Updated 10 months ago
- The implementation for the work "CoLLM: Integrating Collaborative Embeddings into Large Language Models for Recommendation".☆73Updated 2 months ago
- An up-to-date, comprehensive and flexible recommendation library☆191Updated last year
- A Large-scale Multimodal Dataset for recommender System☆122Updated 2 months ago
- Code of Paper "ReLLa: Retrieval-enhanced Large Language Models for Mitigating Long Context Problems in Recommendation".☆45Updated 10 months ago
- Replication of the paper "Text Is All You Need: Learning Language Representations for Sequential Recommendation" on KDD'23.☆107Updated 8 months ago
- ☆87Updated 2 weeks ago
- ☆56Updated last year
- [WWW'23] PyTorch implementation for "Learning Vector-Quantized Item Representation for Transferable Sequential Recommenders".☆70Updated last year
- [KDD'22] Official PyTorch implementation for "Towards Universal Sequence Representation Learning for Recommender Systems".☆178Updated last year
- How to Index Item IDs for Recommendation Foundation Models☆63Updated last year
- A highly-modularized and recommendation-efficient recommendation library based on PyTorch.☆180Updated 3 months ago
- Source codes for paper "MACRec: A Multi-Agent Collaboration Framework for Recommendation" at SIGIR 2024☆55Updated 2 months ago
- "EasyRec: Simple yet Effective Language Model for Recommendation"☆104Updated last month
- ☆42Updated 11 months ago
- Recommender systems with large language models (Paper list)☆58Updated last year
- End-to-end Training for Multimodal Recommendation Systems☆136Updated 5 months ago
- A Comprehensive Survey of Self-Supervised Learning for Recommendation☆113Updated 4 months ago
- 🔥🔥🔥 Latest Advances on Large Recommendation Models☆65Updated last month
- The latest paper list of large language model (LLM) for recommendation☆52Updated 11 months ago
- ☆79Updated 9 months ago