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SHAP
Index
Edit on GitHub
Index
_
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A
|
B
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C
|
D
|
E
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F
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G
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H
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I
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K
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L
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M
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N
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O
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P
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R
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S
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T
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U
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V
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W
_
__init__() (shap.AdditiveExplainer method)
(shap.DeepExplainer method)
(shap.ExactExplainer method)
(shap.Explainer method)
(shap.explainers.other.Coefficient 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.Explanation method)
(shap.GPUTreeExplainer method)
(shap.GradientExplainer method)
(shap.KernelExplainer method)
(shap.LinearExplainer 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.PartitionExplainer method)
(shap.PermutationExplainer method)
(shap.SamplingExplainer method)
(shap.TreeExplainer method)
(shap.utils.MaskedModel method)
(shap.utils.OpChain method)
A
a1a() (in module shap.datasets)
AdditiveExplainer (class in shap)
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)
build_partition_tree() (shap.maskers.Image method)
C
california() (in module shap.datasets)
clustering (shap.Explanation property)
clustering() (shap.maskers.Text method)
Coefficient (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)
DeepExplainer (class in shap)
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)
ExactExplainer (class in shap)
explain_row() (shap.AdditiveExplainer method)
(shap.DeepExplainer method)
(shap.ExactExplainer method)
(shap.Explainer method)
(shap.explainers.other.Coefficient 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.GPUTreeExplainer method)
(shap.GradientExplainer method)
(shap.KernelExplainer method)
(shap.LinearExplainer method)
(shap.PartitionExplainer method)
(shap.PermutationExplainer method)
(shap.SamplingExplainer method)
(shap.TreeExplainer 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)
GPUTreeExplainer (class in shap)
GradientExplainer (class in shap)
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)
K
KernelExplainer (class in shap)
L
LimeTabular (class in shap.explainers.other)
LinearExplainer (class in shap)
linnerud() (in module shap.datasets)
load() (shap.AdditiveExplainer class method)
(shap.DeepExplainer class method)
(shap.ExactExplainer class method)
(shap.Explainer class method)
(shap.explainers.other.Coefficient 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.GPUTreeExplainer class method)
(shap.GradientExplainer class method)
(shap.KernelExplainer class method)
(shap.LinearExplainer 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)
(shap.PartitionExplainer class method)
(shap.PermutationExplainer class method)
(shap.SamplingExplainer class method)
(shap.TreeExplainer 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.PartitionExplainer method)
owen3() (shap.PartitionExplainer method)
P
parse_prefix_suffix_for_model_generate_output() (shap.models.TextGeneration method)
partial_dependence() (in module shap.plots)
Partition (class in shap.maskers)
partition_tree() (in module shap.utils)
partition_tree_shuffle() (in module shap.utils)
PartitionExplainer (class in shap)
PermutationExplainer (class in shap)
potential_interactions() (in module shap.utils)
R
Random (class in shap.explainers.other)
rank() (in module shap.datasets)
S
sample() (in module shap.utils)
SamplingExplainer (class in shap)
save() (shap.AdditiveExplainer method)
(shap.DeepExplainer method)
(shap.ExactExplainer method)
(shap.Explainer method)
(shap.explainers.other.Coefficient 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.GPUTreeExplainer method)
(shap.GradientExplainer method)
(shap.KernelExplainer method)
(shap.LinearExplainer 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.PartitionExplainer method)
(shap.PermutationExplainer method)
(shap.SamplingExplainer method)
(shap.TreeExplainer method)
scatter() (in module shap.plots)
shap_interaction_values() (shap.GPUTreeExplainer method)
(shap.TreeExplainer method)
shap_values() (shap.DeepExplainer method)
(shap.GPUTreeExplainer method)
(shap.GradientExplainer method)
(shap.KernelExplainer method)
(shap.LinearExplainer method)
(shap.PermutationExplainer method)
(shap.SamplingExplainer method)
(shap.TreeExplainer 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.AdditiveExplainer static method)
(shap.DeepExplainer static method)
(shap.ExactExplainer static method)
(shap.Explainer static method)
(shap.explainers.other.Coefficient 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.GPUTreeExplainer static method)
(shap.GradientExplainer static method)
(shap.KernelExplainer static method)
(shap.LinearExplainer static method)
(shap.PartitionExplainer static method)
(shap.PermutationExplainer static method)
(shap.SamplingExplainer static method)
(shap.TreeExplainer 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)
TreeExplainer (class in shap)
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)
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