Plotting APIΒΆ

plot.drift.plot_drift_importance.plot_adversarial_drift_importances(...)

Plot drift importances computed using the adversarial method.

plot.drift.plot_drift_importance.plot_tree_based_drift_importances(...)

Plot drift importances computed using the tree structure of the model.

plot.drift.plot_drift_importance.plot_model_agnostic_drift_importances(...)

Plot drift importances computed using the model agnostic method.

plot.drift.plot_drift.plot_target_drift(...)

Plot distributions of labels in order to visualize a potential drift of the target labels.

plot.drift.plot_drift.plot_feature_drift(...)

Plot distributions of a given feature in order to visualize a potential data drift of this feature.

plot.drift.plot_drift.plot_prediction_drift(...)

Plot histogram of distribution of predictions for dataset 1 and dataset 2 in order to visualize a potential drift of the predicted values.