MLflow

Open-source platform for the complete ML lifecycle

Data & AnalyticsFree

MLflow is the industry-standard open-source platform for managing the end-to-end machine learning lifecycle. Created by Databricks, it provides experiment tracking, model packaging, model registry, and deployment tools. MLflow is used by millions of data scientists to log experiments, compare model versions, and serve models in production.

Key Features

• ✓Experiment tracking with parameters and metrics
• ✓Model registry with versioning
• ✓Model serving and deployment
• ✓Plugin system for integrations
• ✓LLM experiment tracking
• ✓REST API for all operations