Welcome to cinnamon’s documentation!¶
CinnaMon is a Python library which allows to monitor data drift on a machine learning system. It provides tools to study data drift between two datasets, especially to detect, explain, and correct data drift.
- Drift API
- Plotting API
cinnamon.plot.drift.plot_drift_importance
.plot_adversarial_drift_importancescinnamon.plot.drift.plot_drift_importance
.plot_tree_based_drift_importancescinnamon.plot.drift.plot_drift_importance
.plot_model_agnostic_drift_importancescinnamon.plot.drift.plot_drift
.plot_target_driftcinnamon.plot.drift.plot_drift
.plot_feature_driftcinnamon.plot.drift.plot_drift
.plot_prediction_drift