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Artifact tracking
Data versioning
Pipeline orchestration

Pachyderm is a tool for data versioning and pipelines for MLOps.

Use it when

  • You would like a tool that handles data versioning and pipeline automation.
  • You want a language-agnostic tool that uses JSON or YAML to create and configure resources.

Example stacks

Airflow + MLflow stack


helm repo add pach  
helm repo update
helm install pachd pach/pachyderm --set deployTarget=LOCAL