This project highlight an end to end machine learning development including data, target and model drift monitoring.
Use the package manager pip to install make.
pip install makemake build: to build the docker environment
make preprocess: 'to download data and preprocess it'
make train_model: 'to train the model'
make predict: 'to make prediction'
'Alternative using dvc'
dvc repro: 'To train and predict'Pull requests are welcome. For major changes, please open an issue first to discuss what you would like to change.
Please make sure to update tests as appropriate.
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'Target drift by features'
