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Experiment tracking
Artifact tracking
Pipeline orchestration

Polyaxon is a platform for building, training, and monitoring large-scale deep learning applications.

Use it when

  • You want a self-hosted platform with a library for tracking experiments and data, hyperparameter tuning, and visualizing results.
  • You would like to use YAML to configure training jobs, pipelines, and deployments.
  • You want to have many integration options with your favorite artifact store, container registry, git provider, notification and alerting, etc.

Example stacks

Airflow + MLflow stack


pip install polyaxon