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README.md

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This repository contains examples for various functions for DKube. Dkube supports Tensorflow, Pytorch, Sklearn frameworks for end to end development and deployments. To see examples for a particular framework/Language, choose the appropriate git branch.

Branches

  • tensorflow - contains examples using tensorflow + python
  • pytorch - contains examples using pytorch + python
  • sklearn - contains examples using sklearn + python
  • R - contains examples using tensorflow + R

Examples

  • mnist - this example demonstrates end to end workflow of dkube from development to deployment.
  • titanic - this example demonstrates on how to use featuresets and leaderboard in DKube
  • clinical_reg - this example demonstrantes more advance and complex pipeline structures.
  • noteboks - this directory contains notebooks showing DKube API/SDK, Kubeflow Pipelines and DKube storage op usage