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)

© Copyright 2025, Idan Morad.

Built with Sphinx using a theme provided by Read the Docs.