Index

_

__init__() (ensembleset.dataset.DataSet method)

A

add_new_features() (in module ensembleset.preprocessing_methods)

D

data_directory (ensembleset.dataset.DataSet attribute)

DataSet (class in ensembleset.dataset) difference_features() (in module ensembleset.feature_methods)

E

enforce_floats() (in module ensembleset.preprocessing_methods) ensembleset.feature_engineerings.NUMERICAL_METHODS (built-in variable) ensembleset.feature_engineerings.STRING_ENCODINGS (built-in variable) ensembleset.feature_methods module

ensembleset.preprocessing_methods module ensembleset_base_name (ensembleset.dataset.DataSet attribute) exclude_string_features() (in module ensembleset.preprocessing_methods) exponential_features() (in module ensembleset.feature_methods)

K

kbins_quantization() (in module ensembleset.feature_methods)

kde_smoothing() (in module ensembleset.feature_methods) knn_impute() (in module ensembleset.preprocessing_methods)

L

label (ensembleset.dataset.DataSet attribute)

log_features() (in module ensembleset.feature_methods)

M

make_datasets() (ensembleset.dataset.DataSet method) module ensembleset.feature_methods ensembleset.preprocessing_methods

N

numerical_methods (ensembleset.dataset.DataSet attribute)

O

onehot_encoding() (in module ensembleset.feature_methods)

ordinal_encoding() (in module ensembleset.feature_methods)

P

poly_features() (in module ensembleset.feature_methods)

preprocess_features() (in module ensembleset.preprocessing_methods)

R

ratio_features() (in module ensembleset.feature_methods) remove_constants() (in module ensembleset.preprocessing_methods)

remove_inf() (in module ensembleset.preprocessing_methods) remove_large_nums() (in module ensembleset.preprocessing_methods) remove_small_nums() (in module ensembleset.preprocessing_methods)

S

scale_to_range() (in module ensembleset.preprocessing_methods) spline_features() (in module ensembleset.feature_methods)

string_encodings (ensembleset.dataset.DataSet attribute) string_features (ensembleset.dataset.DataSet attribute) sum_features() (in module ensembleset.feature_methods)

T

test_data (ensembleset.dataset.DataSet attribute) test_labels (ensembleset.dataset.DataSet attribute)

train_data (ensembleset.dataset.DataSet attribute) train_labels (ensembleset.dataset.DataSet attribute)