Index

_

__init__() (elphick.sklearn_viz.features.importance.FeatureImportance method) (elphick.sklearn_viz.features.outlier_detection.OutlierDetection method) (elphick.sklearn_viz.features.principal_components.PCResults method) (elphick.sklearn_viz.features.principal_components.PrincipalComponents method) (elphick.sklearn_viz.model_selection.cross_validation.CrossValidationResult method) (elphick.sklearn_viz.model_selection.cross_validation.CrossValidatorBase method) (elphick.sklearn_viz.model_selection.learning_curve.LearningCurve method) (elphick.sklearn_viz.model_selection.learning_curve.LearningCurveResult method) (elphick.sklearn_viz.model_selection.model_selection.ModelSelection method) (elphick.sklearn_viz.model_selection.models.Model method) (elphick.sklearn_viz.model_selection.models.Models method) (elphick.sklearn_viz.model_selection.models.ModelType method) (elphick.sklearn_viz.residuals.error.Errors method)

C

CrossValidationResult (class in elphick.sklearn_viz.model_selection.cross_validation)

CrossValidatorBase (class in elphick.sklearn_viz.model_selection.cross_validation)

E

elphick.sklearn_viz module elphick.sklearn_viz.features module elphick.sklearn_viz.features.importance module elphick.sklearn_viz.features.outlier_detection module elphick.sklearn_viz.features.parallel_coordinates module elphick.sklearn_viz.features.principal_components module elphick.sklearn_viz.features.scatter_matrix module elphick.sklearn_viz.model_selection module

elphick.sklearn_viz.model_selection.cross_validation module elphick.sklearn_viz.model_selection.learning_curve module elphick.sklearn_viz.model_selection.metrics module elphick.sklearn_viz.model_selection.model_selection module elphick.sklearn_viz.model_selection.models module elphick.sklearn_viz.model_selection.scorers module elphick.sklearn_viz.residuals module elphick.sklearn_viz.residuals.error module Errors (class in elphick.sklearn_viz.residuals.error)

F

FeatureImportance (class in elphick.sklearn_viz.features.importance)

K

key

L

LearningCurve (class in elphick.sklearn_viz.model_selection.learning_curve)

LearningCurveResult (class in elphick.sklearn_viz.model_selection.learning_curve)

M

mahalanobis() (in module elphick.sklearn_viz.features.outlier_detection) mean_error() (in module elphick.sklearn_viz.model_selection.metrics) Model (class in elphick.sklearn_viz.model_selection.models) Models (class in elphick.sklearn_viz.model_selection.models) ModelSelection (class in elphick.sklearn_viz.model_selection.model_selection) ModelType (class in elphick.sklearn_viz.model_selection.models) module elphick.sklearn_viz elphick.sklearn_viz.features elphick.sklearn_viz.features.importance elphick.sklearn_viz.features.outlier_detection elphick.sklearn_viz.features.parallel_coordinates elphick.sklearn_viz.features.principal_components elphick.sklearn_viz.features.scatter_matrix elphick.sklearn_viz.model_selection elphick.sklearn_viz.model_selection.cross_validation elphick.sklearn_viz.model_selection.learning_curve elphick.sklearn_viz.model_selection.metrics elphick.sklearn_viz.model_selection.model_selection elphick.sklearn_viz.model_selection.models elphick.sklearn_viz.model_selection.scorers elphick.sklearn_viz.residuals elphick.sklearn_viz.residuals.error

moe_95() (in module elphick.sklearn_viz.model_selection.metrics)

O

OutlierDetection (class in elphick.sklearn_viz.features.outlier_detection)

P

PCResults (class in elphick.sklearn_viz.features.principal_components) plot() (elphick.sklearn_viz.features.importance.FeatureImportance method) (elphick.sklearn_viz.model_selection.learning_curve.LearningCurve method) (elphick.sklearn_viz.model_selection.model_selection.ModelSelection method) (elphick.sklearn_viz.residuals.error.Errors method) plot_category_analysis() (elphick.sklearn_viz.model_selection.model_selection.ModelSelection method) plot_correlation_circle() (in module elphick.sklearn_viz.features.principal_components) plot_explained_variance() (elphick.sklearn_viz.features.principal_components.PrincipalComponents method) (in module elphick.sklearn_viz.features.principal_components) plot_feature_importance() (in module elphick.sklearn_viz.features.importance) plot_learning_curve() (in module elphick.sklearn_viz.model_selection.learning_curve)

plot_loading_vectors() (elphick.sklearn_viz.features.principal_components.PrincipalComponents method) (in module elphick.sklearn_viz.features.principal_components) plot_model_selection() (in module elphick.sklearn_viz.model_selection.model_selection) plot_outlier_matrix() (in module elphick.sklearn_viz.features.outlier_detection) plot_parallel_coordinates() (in module elphick.sklearn_viz.features.parallel_coordinates) plot_principal_components() (elphick.sklearn_viz.features.principal_components.PrincipalComponents method) (in module elphick.sklearn_viz.features.principal_components) plot_scatter_matrix() (elphick.sklearn_viz.features.principal_components.PrincipalComponents method) (in module elphick.sklearn_viz.features.principal_components) (in module elphick.sklearn_viz.features.scatter_matrix) PrincipalComponents (class in elphick.sklearn_viz.features.principal_components)

R

r2() (in module elphick.sklearn_viz.model_selection.metrics)

r2_score_with_nan() (in module elphick.sklearn_viz.model_selection.scorers) r2_with_nan() (in module elphick.sklearn_viz.model_selection.metrics)

S

subplot_index() (in module elphick.sklearn_viz.model_selection.model_selection)

V

value