EthicalML/awesome-production-machine-learning

A curated list of references for MLOps

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

A curated list of awesome Machine Learning frameworks, libraries and software.

Evidently is ​​an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. From tabular data to Gen AI. 100+ metrics.

The AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation to production.

Learn how to develop, deploy and iterate on production-grade ML applications.

Build, Manage and Deploy AI/ML Systems

The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data.