Index

_

_compute_bhattacharyya_distribution_distances() (driftlens.driftlens.DriftLens static method) _compute_frechet_distribution_distances() (driftlens.driftlens.DriftLens static method) _compute_jensen_shannon_distribution_divergences() (driftlens.driftlens.DriftLens static method)

_compute_kullback_leibler_distribution_divergences() (driftlens.driftlens.DriftLens static method) _compute_mahalanobis_drift_distances() (driftlens.driftlens.DriftLens static method) _parse_distribution_distances() (driftlens.driftlens.DriftLensVisualizer static method)

B

baseline (driftlens.driftlens.DriftLens attribute)

baseline_algorithms (driftlens.driftlens.DriftLens attribute) batch_n_pc (driftlens.driftlens.DriftLens attribute)

C

compute_drift_probability() (driftlens.driftlens.DriftLens method) compute_window_distribution_distances() (driftlens.driftlens.DriftLens method)

compute_window_list_distribution_distances() (driftlens.driftlens.DriftLens method) convert_distribution_distances_list_to_dataframe() (driftlens.driftlens.DriftLens static method)

D

DriftLens (class in driftlens.driftlens) driftlens.driftlens module

DriftLensVisualizer (class in driftlens.driftlens)

E

estimate_baseline() (driftlens.driftlens.DriftLens method)

K

KFold_threshold_estimation() (driftlens.driftlens.DriftLens method)

L

label_list (driftlens.driftlens.DriftLens attribute)

load_baseline() (driftlens.driftlens.DriftLens method) load_threshold() (driftlens.driftlens.DriftLens method)

M

module driftlens.driftlens

P

per_label_n_pc (driftlens.driftlens.DriftLens attribute) plot_per_batch_drift_monitor() (driftlens.driftlens.DriftLensVisualizer static method)

plot_per_label_drift_monitor() (driftlens.driftlens.DriftLensVisualizer static method) plot_per_label_monitor_with_threshold() (driftlens.driftlens.DriftLensVisualizer method)

R

random_sampling_threshold_estimation() (driftlens.driftlens.DriftLens method)

repeated_KFold_threshold_estimation() (driftlens.driftlens.DriftLens method)

S

save_baseline() (driftlens.driftlens.DriftLens method) save_threshold() (driftlens.driftlens.DriftLens method)

set_baseline() (driftlens.driftlens.DriftLens method) set_threshold() (driftlens.driftlens.DriftLens method) standard_threshold_estimation() (driftlens.driftlens.DriftLens method)

T

threshold (driftlens.driftlens.DriftLens attribute)

threshold_estimators (driftlens.driftlens.DriftLens attribute)