EthicalML/awesome-production-machine-learning

This is a curated collection of open-source tools and libraries designed for machine learning engineers and MLOps practitioners. It helps you find solutions to deploy, monitor, version, scale, and secure your machine learning models in production environments. You can quickly navigate through various aspects of the ML lifecycle, from data pipelines to model serving, to build robust and efficient ML systems.

20,248 stars. Actively maintained with 8 commits in the last 30 days.