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API Reference
Examples
SHAP
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A
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B
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C
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D
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E
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F
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G
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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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T
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__init__() (shap.AdditiveExplainer method)
(shap.DeepExplainer method)
(shap.Explainer 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.GradientExplainer method)
(shap.KernelExplainer method)
(shap.LinearExplainer method)
(shap.PartitionExplainer method)
(shap.PermutationExplainer method)
(shap.SamplingExplainer method)
(shap.TreeExplainer method)
A
a1a() (in module shap.datasets)
AdditiveExplainer (class in shap)
adult() (in module shap.datasets)
attributions() (shap.explainers.other.Maple method)
(shap.explainers.other.TreeMaple method)
B
bar_plot() (in module shap)
boston() (in module shap.datasets)
C
Coefficent (class in shap.explainers.other)
communitiesandcrime() (in module shap.datasets)
corrgroups60() (in module shap.datasets)
D
decision_plot() (in module shap)
DeepExplainer (class in shap)
dependence_plot() (in module shap)
diabetes() (in module shap.datasets)
E
embedding_plot() (in module shap)
explain_row() (shap.AdditiveExplainer method)
(shap.DeepExplainer method)
(shap.Explainer 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.GradientExplainer method)
(shap.KernelExplainer method)
(shap.LinearExplainer method)
(shap.PartitionExplainer method)
(shap.PermutationExplainer method)
(shap.SamplingExplainer method)
(shap.TreeExplainer method)
Explainer (class in shap)
F
force_plot() (in module shap)
G
GradientExplainer (class in shap)
group_difference_plot() (in module shap)
I
image_plot() (in module shap)
imagenet50() (in module shap.datasets)
imdb() (in module shap.datasets)
independentlinear60() (in module shap.datasets)
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)
M
Maple (class in shap.explainers.other)
module
shap.datasets
monitoring_plot() (in module shap)
multioutput_decision_plot() (in module shap)
N
nhanesi() (in module shap.datasets)
O
owen() (shap.PartitionExplainer method)
owen3() (shap.PartitionExplainer method)
owen4() (shap.PartitionExplainer method)
P
partial_dependence_plot() (in module shap)
PartitionExplainer (class in shap)
PermutationExplainer (class in shap)
R
Random (class in shap.explainers.other)
rank() (in module shap.datasets)
S
SamplingExplainer (class in shap)
shap.datasets
module
shap_interaction_values() (shap.TreeExplainer method)
shap_values() (shap.DeepExplainer method)
(shap.GradientExplainer method)
(shap.KernelExplainer method)
(shap.LinearExplainer method)
(shap.PermutationExplainer method)
(shap.SamplingExplainer method)
(shap.TreeExplainer method)
single_context_owen() (shap.PartitionExplainer method)
summary_plot() (in module shap)
supports_model() (shap.AdditiveExplainer static method)
(shap.DeepExplainer static method)
(shap.Explainer 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.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
text_plot() (in module shap)
TreeExplainer (class in shap)
TreeGain (class in shap.explainers.other)
TreeMaple (class in shap.explainers.other)
W
waterfall_plot() (in module shap)
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