pycaret

PyCaret is an open-source self-hosted machine learning platform designed for quick local deployment, enabling users to perform automated machine learning with minimal setup. It integrates an AutoML engine based on scikit-learn, a FastAPI control plane for managing workspaces and experiments, and a user-friendly React-based web UI that requires no YAML configuration for operation. Key features include easy installation via Docker Compose, a model registry, monitoring capabilities, and LLM-assisted features for enhanced workflow management.