MLExplainer
Introduction
About MLExplainer
Installation
Quick Start
Documentation
Explainers
Examples
Explainer Examples
MLExplainer
Index
Index
_
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A
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B
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C
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E
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F
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G
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I
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L
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M
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N
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P
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R
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S
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T
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X
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Y
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__init__() (mlexplainer.core.base_explainer.BaseMLExplainer method)
(mlexplainer.explainers.shap.binary.BinaryMLExplainer method)
(mlexplainer.explainers.shap.multilabel.MultilabelMLExplainer method)
(mlexplainer.explainers.shap.wrapper.ShapWrapper method)
A
add_nans() (in module mlexplainer.visualization.target_plots)
B
BaseMLExplainer (class in mlexplainer.core.base_explainer)
BinaryMLExplainer (class in mlexplainer.explainers.shap.binary)
C
calculate() (mlexplainer.explainers.shap.wrapper.ShapWrapper method)
calculate_min_max_value() (in module mlexplainer.utils.data_processing)
colorize_yticklabel_shap() (in module mlexplainer.visualization.shap_plots)
correctness_features() (mlexplainer.core.base_explainer.BaseMLExplainer method)
(mlexplainer.explainers.shap.binary.BinaryMLExplainer method)
(mlexplainer.explainers.shap.multilabel.MultilabelMLExplainer method)
creneau() (in module mlexplainer.visualization.target_plots)
E
explain() (mlexplainer.core.base_explainer.BaseMLExplainer method)
(mlexplainer.explainers.shap.binary.BinaryMLExplainer method)
(mlexplainer.explainers.shap.multilabel.MultilabelMLExplainer method)
F
features (mlexplainer.core.base_explainer.BaseMLExplainer attribute)
G
get_index() (in module mlexplainer.utils.data_processing)
get_index_of_features() (in module mlexplainer.utils.data_processing)
global_explainer (mlexplainer.core.base_explainer.BaseMLExplainer attribute)
group_values() (in module mlexplainer.utils.quantiles)
I
is_in_quantile() (in module mlexplainer.utils.quantiles)
L
local_explainer (mlexplainer.core.base_explainer.BaseMLExplainer attribute)
M
mlexplainer.core.base_explainer
module
mlexplainer.explainers.shap.binary
module
mlexplainer.explainers.shap.multilabel
module
mlexplainer.explainers.shap.wrapper
module
mlexplainer.utils.data_processing
module
mlexplainer.utils.quantiles
module
mlexplainer.visualization.shap_plots
module
mlexplainer.visualization.target_plots
module
model (mlexplainer.core.base_explainer.BaseMLExplainer attribute)
(mlexplainer.explainers.shap.wrapper.ShapWrapper attribute)
model_output (mlexplainer.explainers.shap.wrapper.ShapWrapper attribute)
module
mlexplainer.core.base_explainer
mlexplainer.explainers.shap.binary
mlexplainer.explainers.shap.multilabel
mlexplainer.explainers.shap.wrapper
mlexplainer.utils.data_processing
mlexplainer.utils.quantiles
mlexplainer.visualization.shap_plots
mlexplainer.visualization.target_plots
MultilabelMLExplainer (class in mlexplainer.explainers.shap.multilabel)
N
nb_min_quantiles() (in module mlexplainer.utils.quantiles)
P
plot_feature_numerical_target() (in module mlexplainer.visualization.target_plots)
plot_feature_target_categorical_binary() (in module mlexplainer.visualization.target_plots)
plot_feature_target_categorical_multilabel() (in module mlexplainer.visualization.target_plots)
plot_feature_target_numerical_binary() (in module mlexplainer.visualization.target_plots)
plot_feature_target_numerical_multilabel() (in module mlexplainer.visualization.target_plots)
plot_shap_scatter() (in module mlexplainer.visualization.shap_plots)
plot_shap_values_categorical_binary() (in module mlexplainer.visualization.shap_plots)
plot_shap_values_categorical_multilabel() (in module mlexplainer.visualization.shap_plots)
plot_shap_values_numerical_binary() (in module mlexplainer.visualization.shap_plots)
plot_shap_values_numerical_multilabel() (in module mlexplainer.visualization.shap_plots)
R
reformat_y_axis() (in module mlexplainer.visualization.target_plots)
S
set_centered_ylim() (in module mlexplainer.visualization.target_plots)
shap_margin_explainer (mlexplainer.explainers.shap.wrapper.ShapWrapper attribute)
ShapWrapper (class in mlexplainer.explainers.shap.wrapper)
T
target_groupby_category() (in module mlexplainer.utils.data_processing)
X
x_train (mlexplainer.core.base_explainer.BaseMLExplainer attribute)
Y
y_train (mlexplainer.core.base_explainer.BaseMLExplainer attribute)