This repository compiles and curates open source tools and libraries for operationalizing machine learning in production environments. It covers the full ML lifecycle including AutoML, data pipelines, deployment and serving, evaluation and monitoring, feature stores, explainability, and fairness. A companion Hugging Face space provides search functionality to navigate the toolchain.