mantik 0.4.7

mantik for mlflow

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.