Data Science Utils
Contents:
Installation Guide
Math Utils
Metrics
Preprocess
Strings
Unsupervised
XAI (Explainable AI)
Contributing
Data Science Utils
Index
Index
A
|
C
|
D
|
E
|
G
|
P
|
S
|
V
A
append_tags_to_frame() (in module strings)
C
compute_mutual_information() (in module preprocess)
D
draw_dot_data() (in module xai)
draw_tree() (in module xai)
E
extract_significant_terms_from_subset() (in module strings)
extract_statistics_dataframe_per_label() (in module preprocess)
G
generate_decision_paths() (in module xai)
get_correlated_features() (in module preprocess)
P
plot_cluster_cardinality() (in module unsupervised)
plot_cluster_magnitude() (in module unsupervised)
plot_confusion_matrix() (in module metrics)
plot_correlation_dendrogram() (in module preprocess)
plot_features_importance() (in module xai)
plot_features_interaction() (in module preprocess)
plot_loss_vs_cluster_number() (in module unsupervised)
plot_magnitude_vs_cardinality() (in module unsupervised)
plot_metric_growth_per_labeled_instances() (in module metrics)
plot_precision_recall_curve_with_thresholds_annotations() (in module metrics)
plot_roc_curve_with_thresholds_annotations() (in module metrics)
S
safe_percentile() (in module math_utils)
V
visualize_accuracy_grouped_by_probability() (in module metrics)
visualize_correlations() (in module preprocess)
visualize_feature() (in module preprocess)