/mlops-ray-cdk

A sample demo MLOps project that deploys AWS infrastructure needed to run a Ray cluster on AWS using the AWS CDK

Primary LanguageJavaScriptApache License 2.0Apache-2.0

Welcome to your CDK TypeScript project!

A sample demo MLOps project with MLFlow and Tensorboard pulled together with the AWS CDK

The cdk.json file tells the CDK Toolkit how to execute your app.

Useful commands

  • npm run build compile typescript to js
  • npm run watch watch for changes and compile
  • npm run test perform the jest unit tests
  • cdk deploy deploy this stack to your default AWS account/region
  • cdk diff compare deployed stack with current state
  • cdk synth emits the synthesized CloudFormation template