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MLPanel Examples

MLPanel

Examples Documentation: MLPanel examples

For help and support please find us on Discord

Examples

Example 1 - Local project with Jupyter Notebook

  • run train pipeline and track metrics in Jupyter Notebook
  • create Prokect, Experiment, local Deployment
  • track metrics and compare experiment Runs
  • register model to Model Register and 1-click-deploy
  • API request to get predictions

Folder: example-1-local-project-jupyter/

Run instructions

Example 2 - Local project with .py pipelines

  • run train pipeline and track metrics in Jupyter Notebook
  • create Project, Experiment, local Deployment
  • track metrics and compare experiment Runs
  • register model to Model Register
  • 1-click-deploy (local)
  • API request to get predictions

Folder: example-2-local-project-py/

Run instructions

Example 3 - Deploy model as web service with GCP

  • config MLPanel to deploy on Google Cloud Platform (GCP)
  • optional storing model metrics and artifacts on GCP
  • 1-click-deploy on GCP
  • API request to get predictions

Folder: example-3-local-project-gcp-storage

Run instructions