This repository contains projects using TrueFoundry platform to train and deploy machine learning models
End to End Examples:
- 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