/dr-mlops-git-integration

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DataRobot MLOps Git Integration

Test Insurance LGBM Model with Shap model via DRUM

Structured

pip install -U datarobot-drum
pip install -r ./insurance-lgbm-shap/requirements.txt
drum score --code-dir ./insurance-lgbm-shap --input ./data/test_data.csv --target-type regression --verbose

Try it out in unstructured mode and get shap explanations

drum server --code-dir ./model-v2 --input ./extras/test_data/test_data.csv --target-type unstructured --verbose

Test out IMDB Graph Isomorphism Network via DRUM

pip install -U datarobot-drum
pip install -r ./imdb-gin/requirements.txt
drum score --code-dir ./imdb-gin --input ./data/imdb-graph.avro --target-type unstructured --content-type application/octet-stream

See the Unstructured Model Predict