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TrueFoundry Examples

This repository contains projects using TrueFoundry platform to train and deploy machine learning models

End to End Examples:

  1. Red Wine Classiciation
    • Train using a Job
    • Deploy the model as a FastAPI Service
    • Log Predictions and Actuals in Batch Mode using a Job
    • Monitor the model for Drift using logged predictions and Actuals
    • Retrain the model on logged datapoints

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This repository contains all the projects mentioned in the demo examples.

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