Index

_

_ad_normal_test() (src.utils.diagnostics.LinearDiagnostics method) _bp_test_homoskedasticity() (src.utils.diagnostics.LinearDiagnostics method) _convert_categories() (src.features.build_features.FeatureCorrection method) _corr_matrix() (src.utils.diagnostics.LinearDiagnostics method) _drop_missing() (src.features.build_features.FeatureCorrection method) _dw_autocorr_test() (src.utils.diagnostics.LinearDiagnostics method) _homoskedasticity_plot() (src.utils.diagnostics.LinearDiagnostics method) _import_dataset() (src.data.make_dataset.MakeDataset method) _impute_values() (src.features.build_features.FeatureCorrection method)

_jb_normal_test() (src.utils.diagnostics.LinearDiagnostics method) _normal_test() (src.utils.diagnostics.LinearDiagnostics method) _optbin_create() (src.features.build_features.FeatureBinning method) _res_hist() (src.utils.diagnostics.LinearDiagnostics method) _res_kde() (src.utils.diagnostics.LinearDiagnostics method) _res_qq() (src.utils.diagnostics.LinearDiagnostics method) _residual_stats() (src.utils.diagnostics.LinearDiagnostics method) _sw_normal_test() (src.utils.diagnostics.LinearDiagnostics method) _vif() (src.utils.diagnostics.LinearDiagnostics method)

B

boxcox_transformation() (in module src.features.build_features)

E

EstimatorSelectionHelper (class in src.models.train_model)

F

FeatureBinning (class in src.features.build_features)

FeatureCorrection (class in src.features.build_features) fit() (src.models.train_model.EstimatorSelectionHelper method)

K

kfold_nFeaturesSelector() (in module src.models.hyperparameters_model)

L

LinearDiagnostics (class in src.utils.diagnostics)

M

MakeDataset (class in src.data.make_dataset) module src.data.make_dataset src.explore_visualise.eda src.features.build_features src.models.hyperparameters_model src.models.train_model src.utils.diagnostics

O

output() (src.features.build_features.FeatureCorrection method)

S

score_summary() (src.models.train_model.EstimatorSelectionHelper method) src.data.make_dataset module src.explore_visualise.eda module src.features.build_features module

src.models.hyperparameters_model module src.models.train_model module src.utils.diagnostics module

T

transform() (src.features.build_features.FeatureBinning method)

V

var_boxplot() (in module src.explore_visualise.eda)

varSelect_fwdBckw() (in module src.models.hyperparameters_model)