Overview
[AI Summary]: This comprehensive curated list catalogs open source tools and libraries for deploying, monitoring, versioning, scaling, and securing production machine learning systems. Maintained by EthicalML, it covers the full MLOps lifecycle including AutoML, model serving, experiment tracking, data pipelines, model monitoring, explainability, privacy, and industry-specific solutions for computer vision, NLP, recommender systems, and reinforcement learning.
- Maintainer: EthicalML
- Type: Curated Resource List
- Access: Free
- License: MIT
- Coverage: MLOps, Model Deployment, Monitoring, Versioning, AutoML
- Stars: 19.6k+