Data Science Utils
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Contents:

  • Installation
  • Metrics
  • Preprocess
  • Strings
  • Unsupervised
  • XAI
Data Science Utils
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Index

A | D | E | G | P | V

A

  • append_tags_to_frame() (in module strings)

D

  • draw_dot_data() (in module xai)
  • draw_tree() (in module xai)

E

  • extract_significant_terms_from_subset() (in module strings)

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)

V

  • visualize_accuracy_grouped_by_probability() (in module metrics)
  • visualize_correlations() (in module preprocess)
  • visualize_feature() (in module preprocess)

© Copyright 2020, Idan Morad Revision bda684ed.

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