Index

_

_apply_standard_scale() (rarity.interpreters.structured_data.IntSimilaritiesCounterFactuals method) _generate_kl_div_info_base() (rarity.interpreters.structured_data.IntFeatureDistribution method) _get_categorical_features() (rarity.interpreters.structured_data.IntSimilaritiesCounterFactuals method) _get_df_feature_with_pred_state_cls() (rarity.interpreters.structured_data.IntFeatureDistribution method) _get_df_sliced() (rarity.interpreters.structured_data.IntFeatureDistribution method)

_get_probabilities_by_bin_group() (rarity.interpreters.structured_data.IntFeatureDistribution method) _get_probabilities_by_feature() (rarity.interpreters.structured_data.IntFeatureDistribution method) _get_ranking_and_distance_metrics() (rarity.interpreters.structured_data.IntSimilaritiesCounterFactuals method) _get_single_feature_df_with_binning() (rarity.interpreters.structured_data.IntFeatureDistribution method) _label_encode_categorical_features() (rarity.interpreters.structured_data.IntSimilaritiesCounterFactuals method) _layout() (rarity.GapAnalyzer method)

C

convert_cluster_relayout_data_to_df_cls() (in module rarity.features.feat_loss_clusters) convert_cluster_relayout_data_to_df_reg() (in module rarity.features.feat_loss_clusters)

convert_relayout_data_to_df_cls() (in module rarity.features.feat_miss_predictions) convert_relayout_data_to_df_reg() (in module rarity.features.feat_miss_predictions) CSVDataLoader (class in rarity.data_loader)

D

DataframeLoader (class in rarity.data_loader)

E

extract_misspredictions() (rarity.interpreters.structured_data.IntLossClusterer method)

F

FeatureDistribution (class in rarity.features) fig_classification_report() (in module rarity.features.feat_general_metrics) fig_confusion_matrix() (in module rarity.features.feat_general_metrics) fig_plot_distribution_by_kl_div_ranking() (in module rarity.features.feat_feature_distribution) fig_plot_distribution_by_specific_feature() (in module rarity.features.feat_feature_distribution) fig_plot_logloss_clusters_cls() (in module rarity.features.feat_loss_clusters) fig_plot_offset_clusters_reg() (in module rarity.features.feat_loss_clusters)

fig_plot_prediction_offset_overview() (in module rarity.features.feat_miss_predictions) fig_precisionRecall_curve() (in module rarity.features.feat_general_metrics) fig_prediction_actual_comparison() (in module rarity.features.feat_general_metrics) fig_prediction_offset_overview() (in module rarity.features.feat_general_metrics) fig_probabilities_spread_pattern() (in module rarity.features.feat_miss_predictions) fig_roc_curve() (in module rarity.features.feat_general_metrics) fig_standard_error_metrics() (in module rarity.features.feat_general_metrics)

G

GapAnalyzer (class in rarity) GeneralMetrics (class in rarity.features)

generate_counterfactuals() (in module rarity.features.feat_similarities_counter_factuals) generate_similarities() (in module rarity.features.feat_similarities_counter_factuals)

I

IntFeatureDistribution (class in rarity.interpreters.structured_data) IntGeneralMetrics (class in rarity.interpreters.structured_data)

IntLossClusterer (class in rarity.interpreters.structured_data) IntMissPredictions (class in rarity.interpreters.structured_data) IntSimilaritiesCounterFactuals (class in rarity.interpreters.structured_data)

L

LossClusters (class in rarity.features)

M

MissPredictions (class in rarity.features) module rarity.features.feat_feature_distribution rarity.features.feat_general_metrics rarity.features.feat_loss_clusters rarity.features.feat_miss_predictions rarity.features.feat_similarities_counter_factuals rarity.visualizers.general_metrics rarity.visualizers.loss_clusters rarity.visualizers.miss_predictions rarity.visualizers.shared_viz_component rarity.visualizers.xfeature_distribution

P

plot_classification_report() (in module rarity.visualizers.general_metrics) plot_confusion_matrix() (in module rarity.visualizers.general_metrics) plot_distribution_by_kl_div_ranking() (in module rarity.visualizers.xfeature_distribution) plot_distribution_by_specific_feature() (in module rarity.visualizers.xfeature_distribution) plot_logloss_clusters() (in module rarity.visualizers.loss_clusters) plot_offset_clusters() (in module rarity.visualizers.loss_clusters) plot_optimum_cluster_via_elbow_method() (in module rarity.visualizers.loss_clusters)

plot_precisionRecall_curve() (in module rarity.visualizers.general_metrics) plot_prediction_offset_overview() (in module rarity.visualizers.general_metrics) (in module rarity.visualizers.miss_predictions) plot_prediction_vs_actual() (in module rarity.visualizers.general_metrics) plot_probabilities_spread_pattern() (in module rarity.visualizers.miss_predictions) plot_roc_curve() (in module rarity.visualizers.general_metrics) plot_simple_probs_spread_overview() (in module rarity.visualizers.miss_predictions) plot_std_error_metrics() (in module rarity.visualizers.general_metrics)

R

rarity.features.feat_feature_distribution module rarity.features.feat_general_metrics module rarity.features.feat_loss_clusters module rarity.features.feat_miss_predictions module rarity.features.feat_similarities_counter_factuals module rarity.visualizers.general_metrics module

rarity.visualizers.loss_clusters module rarity.visualizers.miss_predictions module rarity.visualizers.shared_viz_component module rarity.visualizers.xfeature_distribution module reponsive_table_to_filtered_datapoints() (in module rarity.visualizers.shared_viz_component) reponsive_table_to_filtered_datapoints_similaritiesCF() (in module rarity.visualizers.shared_viz_component) run() (rarity.GapAnalyzer method)

S

SimilaritiesCF (class in rarity.features)

T

table_with_relayout_datapoints() (in module rarity.features.feat_loss_clusters) (in module rarity.features.feat_miss_predictions)

X

xform() (rarity.interpreters.structured_data.IntFeatureDistribution method) (rarity.interpreters.structured_data.IntLossClusterer method) (rarity.interpreters.structured_data.IntSimilaritiesCounterFactuals method)