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mantik for mlflow

Project description

mantik - plugin for MLflow with HPC (UNICORE)

Mantik allows to manage the full Machine Learning workflow on HPC by supporting MLflow and deployment of applications to HPC.

For a quickstart see our documentation

Extra Dependencies

By default, mantik only installs the core dependencies required to use the Mantik API. However, additional extras are provided and can be installed:

  • mlflow: installs the supported MLflow version (i.e. mlflow-skinny due do its much smaller size compared to mlflow)

    pip install "mantik[mlflow]"
    
  • s3: installs the required dependencies to use the S3 Remote File Service

    pip install "mantik[s3]"
    
  • unicore: installs the required dependencies to use the UNICORE Remote File Service

    pip install "mantik[unicore]"
    
  • docker: installs the required dependencies to use the Model Docker images

    pip install "mantik[docker]"
    

Helpdesk

For bug reports or feature requests, please email our helpdesk. Details can be found here.

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