Index

A

append_tags_to_frame() (in module ds_utils.strings)

B

built-in function ds_utils.xai.generate_decision_paths()

C

compute_mutual_information() (in module ds_utils.preprocess.statistics)

D

directional_accuracy_score() (in module ds_utils.metrics.time_series) directional_bias_score() (in module ds_utils.metrics.time_series) draw_dot_data() (in module ds_utils.xai)

draw_tree() (in module ds_utils.xai) ds_utils.xai.generate_decision_paths() built-in function

E

extract_significant_terms_from_subset() (in module ds_utils.strings)

extract_statistics_dataframe_per_label() (in module ds_utils.preprocess.statistics)

F

fit() (ds_utils.transformers.multi_label_binarizer.MultiLabelBinarizerTransformer method) (ds_utils.transformers.sentence_embedding.SentenceEmbeddingTransformer method)

G

generate_error_analysis_report() (in module ds_utils.metrics.error_analysis) get_correlated_features() (in module ds_utils.preprocess.statistics)

get_feature_names_out() (ds_utils.transformers.multi_label_binarizer.MultiLabelBinarizerTransformer method) (ds_utils.transformers.sentence_embedding.SentenceEmbeddingTransformer method)

M

MultiLabelBinarizerTransformer (class in ds_utils.transformers.multi_label_binarizer)

P

plot_cluster_cardinality() (in module ds_utils.unsupervised) plot_cluster_magnitude() (in module ds_utils.unsupervised) plot_confusion_matrix() (in module ds_utils.metrics.confusion_matrix) plot_correlation_dendrogram() (in module ds_utils.preprocess.visualization) plot_error_analysis_chart() (in module ds_utils.metrics.probability_analysis) plot_features_importance() (in module ds_utils.xai) plot_features_interaction() (in module ds_utils.preprocess.visualization)

plot_loss_vs_cluster_number() (in module ds_utils.unsupervised) plot_magnitude_vs_cardinality() (in module ds_utils.unsupervised) plot_metric_growth_per_labeled_instances() (in module ds_utils.metrics.learning_curves) plot_pca_explained_variance() (in module ds_utils.preprocess.visualization) plot_precision_recall_curve_with_thresholds_annotations() (in module ds_utils.metrics.curves) plot_rec_curve_with_annotations() (in module ds_utils.metrics.regression) plot_roc_curve_with_thresholds_annotations() (in module ds_utils.metrics.curves)

R

regression_auc_score() (in module ds_utils.metrics.regression)

S

safe_percentile() (in module ds_utils.math_utils)

SentenceEmbeddingTransformer (class in ds_utils.transformers.sentence_embedding) set_params() (ds_utils.transformers.sentence_embedding.SentenceEmbeddingTransformer method)

T

transform() (ds_utils.transformers.multi_label_binarizer.MultiLabelBinarizerTransformer method) (ds_utils.transformers.sentence_embedding.SentenceEmbeddingTransformer method)

V

visualize_accuracy_grouped_by_probability() (in module ds_utils.metrics.probability_analysis)

visualize_correlations() (in module ds_utils.preprocess.visualization) visualize_feature() (in module ds_utils.preprocess.visualization)