Pinned

1. Awesome-System-for-Machine-Learning Awesome-System-for-Machine-Learning Public

   A curated list of research in machine learning systems (MLSys). Paper notes are also provided.

   2.5k 301

2. MLSysOps/Active-Learning-as-a-Service MLSysOps/Active-Learning-as-a-Service Public

   A scalable & efficient active learning/data selection system for everyone.

   Python 212 17

3. LAION-AI/Open-Assistant LAION-AI/Open-Assistant Public

   OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.

   Python 36.7k 3.2k

4. facebookresearch/mmf facebookresearch/mmf Public

   A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)

   Python 5.4k 922

5. cap-ntu/Video-to-Retail-Platform cap-ntu/Video-to-Retail-Platform Public

   An intelligent multimodal-learning based system for video, product and ads analysis. Based on the system, people can build a lot of downstream applications such as product recommendation, video ret…

   Python 139 43

6. cap-ntu/ML-Model-CI cap-ntu/ML-Model-CI Public

   MLModelCI is a complete MLOps platform for managing, converting, profiling, and deploying MLaaS (Machine Learning-as-a-Service), bridging the gap between current ML training and serving systems.

   Python 188 33