mantik 0.5.0

mantik for mlflow

Mantik - Enhancing Machine Learning Development on HPC

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

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.