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