Shypd.aiThe largest open index of AI toolsSSLRec is an open-source deep learning framework for recommender systems, enhancing them with self-supervised learning techniques. It provides datasets, code scripts, and state-of-the-art research models for easy development and evaluation.
Trending
Also listed in
About
SSLRec is a PyTorch-based, open-source deep learning framework specifically designed for recommender systems, leveraging self-supervised learning techniques. It offers a user-friendly interface and a modular architecture, making it easy to customize and combine modules for personalized recommendation models. The framework includes commonly-used datasets, code scripts for data processing, training, testing, and evaluation, alongside a wide array of state-of-the-art research models. SSLRec supports diverse recommendation scenarios, including General Collaborative Filtering, Sequential Recommendation, Multi-Behavior Recommendation, Social Recommendation, and Knowledge Graph-enhanced Recommendation. It provides a unified training, validation, and testing process with standardized data preprocessing, ensuring fair comparisons and reproducibility across different methods.
Capabilities
Pricing & Plans
Open Source
Free
FAQs
Trending
