mlflow / mlflow

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.

aimhubio / aim

Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.

fmind / mlops-python-package

Production-shaped MLOps Python package and reference implementation of the MLOps Coding Course: MLflow, scikit-learn, Pydantic, Pandera, uv, and mise.

SeldonIO / MLServer

An inference server for your machine learning models, including support for multiple frameworks, multi-model serving and more