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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.

Metadata

Release files for mantik 0.4.7

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for mantik 0.4.7
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mantik-0.4.7.tar.gz 204.1 kB Details

Built distribution (wheel)

Table of built distributions (wheels) for mantik 0.4.7
File Interpreter ABI Platform
mantik-0.4.7-py3-none-any.whl Python 3 none any Details

Total release size: 281.2 kB

Release files / mantik-0.4.7.tar.gz

Download URL mantik-0.4.7.tar.gz
Size 204.1 kB
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Release files / mantik-0.4.7-py3-none-any.whl

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Size 77.1 kB
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0.5.11

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0.5.9

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0.5.8

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0.5.7

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0.5.6

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0.5.5

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0.5.4

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0.5.3

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0.5.2

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0.5.1

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0.5.0

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0.4.9

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0.4.8

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0.4.7 This release

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0.4.6

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0.4.5

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0.4.4

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0.4.3

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0.4.2

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0.4.1

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0.3.1

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0.2.0

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0.1.2

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0.1.1

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0.1.0

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