MLflow
AdoptOpen Sourcev2.19.0Latest release: January 8, 2025
Open-source platform for ML lifecycle management
mlopsexperiment-trackingmodel-registry
Advantages
- Comprehensive MLOps
- Framework agnostic
- Open source
Considerations
- Can be complex
- UI limitations
PricingFree tier: Fully open sourceEnterprise available
Use Cases
Experiment tracking
Model versioning
ML pipelines
Alternatives
Weights & Biases
Neptune
DVC
Release History
2.19.0January 8, 2025
MLflow 2.19
New tracking features
2.18.0December 1, 2024
MLflow 2.18
Enhanced model registry
2.15.0August 15, 2024Major Release
MLflow 2.15
Unity Catalog integration