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This example demonstrates how you can use GitHub projects in MLflow and share it with others to reproduce runs

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MLflow Project Keras Example

This example demonstrates how you can package an MLflow Project into GitHub and share it with others to reproduce runs.

Problem: Build a simple Linear NN Model that predicts Celsius temperaturers from training data with Fahrenheit degree

You can execute this project from your local host as:

  • mlflow run git@github.com:dmatrix/mlflow-workshop-project-expamle-1.git -P batch_size=5 -P epochs=500
  • mlflow run https://github.com/dmatrix/mlflow-workshop-project-expamle-1 -P batch_size=10 -P epochs=1000

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This example demonstrates how you can use GitHub projects in MLflow and share it with others to reproduce runs

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