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Experiment tracking
Model registry

Determined is an open-source deep learning training platform that makes building models fast and easy.

Use it when

  • You want a framework-agnostic platform for training models, tuning hyperparameters, tracking experiments, and a built-in model registry.
  • You want a platform that is opinionated and works with minimal effort.
  • You want a declarative API.
  • You want a platform that manages your training infrastructure with autoscaling to reduce cloud costs.
  • You want to be able to deploy on-prem, major cloud providers, and Kubernetes.

Example stacks

Airflow + MLflow stack


pip install determined