Index

_

__init__() (shap.Explainer method) (shap.explainers.Additive method) (shap.explainers.Deep method) (shap.explainers.Exact method) (shap.explainers.GPUTree method) (shap.explainers.Linear method) (shap.explainers.other.Coefficent method) (shap.explainers.other.LimeTabular method) (shap.explainers.other.Maple method) (shap.explainers.other.Random method) (shap.explainers.other.TreeGain method) (shap.explainers.other.TreeMaple method) (shap.explainers.Partition method) (shap.explainers.Permutation method) (shap.explainers.Sampling method) (shap.explainers.Tree method) (shap.Explanation method) (shap.maskers.Composite method) (shap.maskers.Fixed method) (shap.maskers.FixedComposite method) (shap.maskers.Image method) (shap.maskers.Impute method) (shap.maskers.Independent method) (shap.maskers.Masker method) (shap.maskers.OutputComposite method) (shap.maskers.Partition method) (shap.maskers.Text method) (shap.models.Model method) (shap.models.TeacherForcing method) (shap.models.TextGeneration method) (shap.models.TopKLM method) (shap.models.TransformersPipeline method) (shap.utils.MaskedModel method) (shap.utils.OpChain method)

A

a1a() (in module shap.datasets) Additive (class in shap.explainers) adult() (in module shap.datasets)

apply() (shap.utils.OpChain method) approximate_interactions() (in module shap.utils) attributions() (shap.explainers.other.Maple method) (shap.explainers.other.TreeMaple method)

B

bar() (in module shap.plots) base_values (shap.Explanation property)

beeswarm() (in module shap.plots) boston() (in module shap.datasets) build_partition_tree() (shap.maskers.Image method)

C

california() (in module shap.datasets) clustering (shap.Explanation property) clustering() (shap.maskers.Text method) Coefficent (class in shap.explainers.other)

cohorts() (shap.Explanation method) communitiesandcrime() (in module shap.datasets) Composite (class in shap.maskers) convert_name() (in module shap.utils) corrgroups60() (in module shap.datasets)

D

data (shap.Explanation property) data_transform() (shap.maskers.Composite method) (shap.maskers.Text method) decision() (in module shap.plots)

Deep (class in shap.explainers) delta_minimization_order() (in module shap.utils) diabetes() (in module shap.datasets) display_data (shap.Explanation property)

E

embedding() (in module shap.plots) error_std (shap.Explanation property) Exact (class in shap.explainers) explain_row() (shap.Explainer method) (shap.explainers.Additive method) (shap.explainers.Deep method) (shap.explainers.Exact method) (shap.explainers.GPUTree method) (shap.explainers.Linear method) (shap.explainers.other.Coefficent method) (shap.explainers.other.LimeTabular method) (shap.explainers.other.Maple method) (shap.explainers.other.Random method) (shap.explainers.other.TreeGain method) (shap.explainers.other.TreeMaple method) (shap.explainers.Partition method) (shap.explainers.Permutation method) (shap.explainers.Sampling method) (shap.explainers.Tree method)

Explainer (class in shap) Explanation (class in shap)

F

feature_names (shap.Explanation property) feature_names() (shap.maskers.Text method)

Fixed (class in shap.maskers) FixedComposite (class in shap.maskers) force() (in module shap.plots)

G

generate_topk_token_ids() (shap.models.TopKLM method) get_inputs() (shap.models.TeacherForcing method) (shap.models.TextGeneration method) (shap.models.TopKLM method) get_lm_logits() (shap.models.TopKLM method) get_logodds() (shap.models.TeacherForcing method) (shap.models.TopKLM method)

get_output_names() (shap.models.TeacherForcing method) get_output_names_and_update_topk_token_ids() (shap.models.TopKLM method) get_outputs() (shap.models.TeacherForcing method) get_teacher_forced_logits() (shap.models.TeacherForcing method) GPUTree (class in shap.explainers) group_difference() (in module shap.plots)

H

hclust() (in module shap.utils) hclust_ordering() (in module shap.utils)

heatmap() (in module shap.plots) hierarchical_values (shap.Explanation property) hstack() (shap.Explanation method)

I

Image (class in shap.maskers) image() (in module shap.plots) image_to_text() (in module shap.plots) imagenet50() (in module shap.datasets) imdb() (in module shap.datasets) Impute (class in shap.maskers) Independent (class in shap.maskers)

independentlinear60() (in module shap.datasets) initjs() (in module shap.plots) inpaint() (shap.maskers.Image method) instance_names (shap.Explanation property) invariants() (shap.maskers.Independent method) (shap.maskers.Partition method) (shap.maskers.Text method) iris() (in module shap.datasets)

L

LimeTabular (class in shap.explainers.other) Linear (class in shap.explainers) linnerud() (in module shap.datasets) load() (shap.Explainer class method) (shap.explainers.Additive class method) (shap.explainers.Deep class method) (shap.explainers.Exact class method) (shap.explainers.GPUTree class method) (shap.explainers.Linear class method) (shap.explainers.other.Coefficent class method) (shap.explainers.other.LimeTabular class method) (shap.explainers.other.Maple class method) (shap.explainers.other.Random class method) (shap.explainers.other.TreeGain class method) (shap.explainers.other.TreeMaple class method) (shap.explainers.Partition class method) (shap.explainers.Permutation class method) (shap.explainers.Sampling class method) (shap.explainers.Tree class method) (shap.maskers.Composite class method) (shap.maskers.Fixed class method) (shap.maskers.FixedComposite class method) (shap.maskers.Image class method) (shap.maskers.Impute class method) (shap.maskers.Independent class method) (shap.maskers.Masker class method) (shap.maskers.OutputComposite class method) (shap.maskers.Partition class method) (shap.maskers.Text class method) (shap.models.Model class method) (shap.models.TeacherForcing class method) (shap.models.TextGeneration class method) (shap.models.TopKLM class method) (shap.models.TransformersPipeline class method)

lower_bounds (shap.Explanation property)

M

main_effects (shap.Explanation property) main_effects() (shap.utils.MaskedModel method) make_masks() (in module shap.utils) Maple (class in shap.explainers.other) mask_shapes() (shap.maskers.Composite method) (shap.maskers.Fixed method) (shap.maskers.Text method)

MaskedModel (class in shap.utils) Masker (class in shap.maskers) Model (class in shap.models) model_generate() (shap.models.TextGeneration method) model_inference() (shap.models.TeacherForcing method) monitoring() (in module shap.plots)

N

nhanesi() (in module shap.datasets)

O

OpChain (class in shap.utils) output_indexes (shap.Explanation property) output_names (shap.Explanation property)

OutputComposite (class in shap.maskers) owen() (shap.explainers.Partition method) owen3() (shap.explainers.Partition method)

P

parse_prefix_suffix_for_model_generate_output() (shap.models.TextGeneration method) partial_dependence() (in module shap.plots) Partition (class in shap.explainers) (class in shap.maskers)

partition_tree() (in module shap.utils) partition_tree_shuffle() (in module shap.utils) Permutation (class in shap.explainers) potential_interactions() (in module shap.utils)

R

Random (class in shap.explainers.other)

rank() (in module shap.datasets)

S

sample() (in module shap.utils) Sampling (class in shap.explainers) save() (shap.Explainer method) (shap.explainers.Additive method) (shap.explainers.Deep method) (shap.explainers.Exact method) (shap.explainers.GPUTree method) (shap.explainers.Linear method) (shap.explainers.other.Coefficent method) (shap.explainers.other.LimeTabular method) (shap.explainers.other.Maple method) (shap.explainers.other.Random method) (shap.explainers.other.TreeGain method) (shap.explainers.other.TreeMaple method) (shap.explainers.Partition method) (shap.explainers.Permutation method) (shap.explainers.Sampling method) (shap.explainers.Tree method) (shap.maskers.Composite method) (shap.maskers.Fixed method) (shap.maskers.FixedComposite method) (shap.maskers.Image method) (shap.maskers.Impute method) (shap.maskers.Independent method) (shap.maskers.Masker method) (shap.maskers.OutputComposite method) (shap.maskers.Partition method) (shap.maskers.Text method) (shap.models.Model method) (shap.models.TeacherForcing method) (shap.models.TextGeneration method) (shap.models.TopKLM method) (shap.models.TransformersPipeline method)

scatter() (in module shap.plots) shap_interaction_values() (shap.explainers.GPUTree method) (shap.explainers.Tree method) shap_values() (shap.explainers.Deep method) (shap.explainers.GPUTree method) (shap.explainers.Linear method) (shap.explainers.Permutation method) (shap.explainers.Sampling method) (shap.explainers.Tree method) shape (shap.Explanation property) shape() (shap.maskers.Composite method) (shap.maskers.Text method) shapley_coefficients() (in module shap.utils) show_progress() (in module shap.utils) supports_model_with_masker() (shap.Explainer static method) (shap.explainers.Additive static method) (shap.explainers.Deep static method) (shap.explainers.Exact static method) (shap.explainers.GPUTree static method) (shap.explainers.Linear static method) (shap.explainers.other.Coefficent static method) (shap.explainers.other.LimeTabular static method) (shap.explainers.other.Maple static method) (shap.explainers.other.Random static method) (shap.explainers.other.TreeGain static method) (shap.explainers.other.TreeMaple static method) (shap.explainers.Partition static method) (shap.explainers.Permutation static method) (shap.explainers.Sampling static method) (shap.explainers.Tree static method)

T

TeacherForcing (class in shap.models) Text (class in shap.maskers) text() (in module shap.plots) TextGeneration (class in shap.models) token_segments() (shap.maskers.Text method)

TopKLM (class in shap.models) TransformersPipeline (class in shap.models) Tree (class in shap.explainers) TreeGain (class in shap.explainers.other) TreeMaple (class in shap.explainers.other)

U

update_cache_X() (shap.models.TopKLM method)

update_output_names() (shap.models.TeacherForcing method) upper_bounds (shap.Explanation property)

V

values (shap.Explanation property)

violin() (in module shap.plots)

W

waterfall() (in module shap.plots)