Index

B

BaseLVQ (class in unilvq.core.classic_lvq) BaseModel (class in unilvq.core.base_model) batch_size (unilvq.core.glvq.GlvqClassifier attribute) (unilvq.core.glvq.GlvqRegressor attribute) (unilvq.core.grlvq.GrlvqClassifier attribute) (unilvq.core.grlvq.GrlvqRegressor attribute) (unilvq.core.lgmlvq.LgmlvqClassifier attribute)

BoxCoxScaler (class in unilvq.common.data_scaler)

C

categories_ (unilvq.common.data_scaler.OneHotEncoder attribute) check_bool() (in module unilvq.common.verifier) check_float() (in module unilvq.common.verifier) check_int() (in module unilvq.common.verifier) check_str() (in module unilvq.common.verifier) check_tuple_float() (in module unilvq.common.verifier)

check_tuple_int() (in module unilvq.common.verifier) classes_ (unilvq.core.classic_lvq.BaseLVQ attribute) create_threshold_binary_features() (unilvq.common.data_handler.FeatureEngineering method) CustomGLVQ (class in unilvq.core.glvq) CustomGRLVQ (class in unilvq.core.grlvq) CustomLGMLVQ (class in unilvq.core.lgmlvq)

D

Data (class in unilvq.common.data_handler) DataTransformer (class in unilvq.common.data_handler) device (unilvq.core.glvq.GlvqClassifier attribute) (unilvq.core.glvq.GlvqRegressor attribute) (unilvq.core.grlvq.GrlvqClassifier attribute) (unilvq.core.grlvq.GrlvqRegressor attribute) (unilvq.core.lgmlvq.LgmlvqClassifier attribute)

difference() (unilvq.common.data_handler.TimeSeriesDifferencer method)

E

early_stop() (unilvq.common.early_stopper.EarlyStopper method) early_stopping (unilvq.core.glvq.GlvqClassifier attribute) (unilvq.core.glvq.GlvqRegressor attribute) (unilvq.core.grlvq.GrlvqClassifier attribute) (unilvq.core.grlvq.GrlvqRegressor attribute) (unilvq.core.lgmlvq.LgmlvqClassifier attribute) EarlyStopper (class in unilvq.common.early_stopper) encode_label() (unilvq.common.data_handler.Data static method) epochs (unilvq.core.glvq.GlvqClassifier attribute) (unilvq.core.glvq.GlvqRegressor attribute) (unilvq.core.grlvq.GrlvqClassifier attribute) (unilvq.core.grlvq.GrlvqRegressor attribute) (unilvq.core.lgmlvq.LgmlvqClassifier attribute)

epsilon (unilvq.core.glvq.GlvqClassifier attribute) (unilvq.core.glvq.GlvqRegressor attribute) (unilvq.core.grlvq.GrlvqClassifier attribute) (unilvq.core.grlvq.GrlvqRegressor attribute) (unilvq.core.lgmlvq.LgmlvqClassifier attribute) evaluate() (unilvq.core.base_model.BaseModel method) (unilvq.core.classic_lvq.BaseLVQ method) (unilvq.core.glvq.GlvqClassifier method) (unilvq.core.glvq.GlvqRegressor method) (unilvq.core.grlvq.GrlvqClassifier method) (unilvq.core.grlvq.GrlvqRegressor method) (unilvq.core.lgmlvq.LgmlvqClassifier method)

F

FeatureEngineering (class in unilvq.common.data_handler) fit() (unilvq.common.data_handler.DataTransformer method) (unilvq.common.data_scaler.BoxCoxScaler method) (unilvq.common.data_scaler.LabelEncoder method) (unilvq.common.data_scaler.Log1pScaler method) (unilvq.common.data_scaler.LogeScaler method) (unilvq.common.data_scaler.OneHotEncoder method) (unilvq.common.data_scaler.SinhArcSinhScaler method) (unilvq.common.data_scaler.SqrtScaler method) (unilvq.common.data_scaler.YeoJohnsonScaler method) (unilvq.core.base_model.BaseModel method) (unilvq.core.classic_lvq.Lvq1Classifier method), [1] (unilvq.core.classic_lvq.Lvq21Classifier method), [1] (unilvq.core.classic_lvq.Lvq3Classifier method), [1] (unilvq.core.classic_lvq.OptimizedLvq1Classifier method), [1] (unilvq.core.glvq.GlvqClassifier method) (unilvq.core.glvq.GlvqRegressor method) (unilvq.core.grlvq.GrlvqClassifier method) (unilvq.core.grlvq.GrlvqRegressor method) (unilvq.core.lgmlvq.LgmlvqClassifier method)

fit_transform() (unilvq.common.data_scaler.LabelEncoder method) (unilvq.common.data_scaler.OneHotEncoder method) forward() (unilvq.core.glvq.CustomGLVQ method) (unilvq.core.grlvq.CustomGRLVQ method) (unilvq.core.lgmlvq.CustomLGMLVQ method)

G

get_all_classification_metrics() (in module unilvq.common.scorer) get_all_regression_metrics() (in module unilvq.common.scorer) get_metric_sklearn() (in module unilvq.common.scorer) get_metrics() (in module unilvq.common.scorer) glvq_loss() (unilvq.core.glvq.CustomGLVQ method)

GlvqClassifier (class in unilvq.core.glvq) GlvqRegressor (class in unilvq.core.glvq) grlvq_loss() (unilvq.core.grlvq.CustomGRLVQ method) GrlvqClassifier (class in unilvq.core.grlvq) GrlvqRegressor (class in unilvq.core.grlvq)

I

input_dim (unilvq.core.grlvq.CustomGRLVQ attribute) (unilvq.core.lgmlvq.CustomLGMLVQ attribute) inverse_difference() (unilvq.common.data_handler.TimeSeriesDifferencer method) inverse_transform() (unilvq.common.data_handler.DataTransformer method) (unilvq.common.data_scaler.BoxCoxScaler method) (unilvq.common.data_scaler.LabelEncoder method) (unilvq.common.data_scaler.Log1pScaler method) (unilvq.common.data_scaler.LogeScaler method) (unilvq.common.data_scaler.ObjectiveScaler method) (unilvq.common.data_scaler.OneHotEncoder method) (unilvq.common.data_scaler.SinhArcSinhScaler method) (unilvq.common.data_scaler.SqrtScaler method) (unilvq.common.data_scaler.YeoJohnsonScaler method)

is_in_bound() (in module unilvq.common.verifier) is_str_in_list() (in module unilvq.common.verifier)

L

LabelEncoder (class in unilvq.common.data_scaler) lgmlvq_loss() (unilvq.core.lgmlvq.CustomLGMLVQ method) LgmlvqClassifier (class in unilvq.core.lgmlvq) load_model() (unilvq.core.base_model.BaseModel static method)

Log1pScaler (class in unilvq.common.data_scaler) LogeScaler (class in unilvq.common.data_scaler) Lvq1Classifier (class in unilvq.core.classic_lvq) Lvq21Classifier (class in unilvq.core.classic_lvq) Lvq3Classifier (class in unilvq.core.classic_lvq)

M

module unilvq.common.data_handler unilvq.common.data_scaler unilvq.common.early_stopper unilvq.common.scorer unilvq.common.verifier unilvq.core.base_model unilvq.core.classic_lvq unilvq.core.glvq unilvq.core.grlvq unilvq.core.lgmlvq

N

n_classes (unilvq.core.classic_lvq.BaseLVQ attribute) (unilvq.core.lgmlvq.CustomLGMLVQ attribute) n_patience (unilvq.core.glvq.GlvqClassifier attribute) (unilvq.core.glvq.GlvqRegressor attribute) (unilvq.core.grlvq.GrlvqClassifier attribute) (unilvq.core.grlvq.GrlvqRegressor attribute) (unilvq.core.lgmlvq.LgmlvqClassifier attribute)

n_prototypes (unilvq.core.glvq.GlvqRegressor attribute) (unilvq.core.grlvq.CustomGRLVQ attribute) (unilvq.core.grlvq.GrlvqRegressor attribute) (unilvq.core.lgmlvq.CustomLGMLVQ attribute) n_prototypes_per_class (unilvq.core.glvq.GlvqClassifier attribute) (unilvq.core.grlvq.GrlvqClassifier attribute) (unilvq.core.lgmlvq.LgmlvqClassifier attribute)

O

ObjectiveScaler (class in unilvq.common.data_scaler) OneHotEncoder (class in unilvq.common.data_scaler) optim (unilvq.core.glvq.GlvqClassifier attribute) (unilvq.core.glvq.GlvqRegressor attribute) (unilvq.core.grlvq.GrlvqClassifier attribute) (unilvq.core.grlvq.GrlvqRegressor attribute) (unilvq.core.lgmlvq.LgmlvqClassifier attribute)

optim_paras (unilvq.core.glvq.GlvqClassifier attribute) (unilvq.core.glvq.GlvqRegressor attribute) (unilvq.core.grlvq.GrlvqClassifier attribute) (unilvq.core.grlvq.GrlvqRegressor attribute) (unilvq.core.lgmlvq.LgmlvqClassifier attribute) OptimizedLvq1Classifier (class in unilvq.core.classic_lvq)

P

predict() (unilvq.core.base_model.BaseModel method) (unilvq.core.classic_lvq.BaseLVQ method), [1] (unilvq.core.classic_lvq.Lvq1Classifier method) (unilvq.core.classic_lvq.Lvq21Classifier method) (unilvq.core.classic_lvq.Lvq3Classifier method) (unilvq.core.classic_lvq.OptimizedLvq1Classifier method) (unilvq.core.glvq.GlvqClassifier method) (unilvq.core.glvq.GlvqRegressor method) (unilvq.core.grlvq.GrlvqClassifier method) (unilvq.core.grlvq.GrlvqRegressor method) (unilvq.core.lgmlvq.LgmlvqClassifier method)

prototype_labels (unilvq.core.glvq.CustomGLVQ attribute) (unilvq.core.grlvq.CustomGRLVQ attribute) (unilvq.core.lgmlvq.CustomLGMLVQ attribute) prototype_labels_ (unilvq.core.classic_lvq.BaseLVQ attribute) prototype_lr_ (unilvq.core.classic_lvq.OptimizedLvq1Classifier attribute) prototypes (unilvq.core.glvq.CustomGLVQ attribute) (unilvq.core.grlvq.CustomGRLVQ attribute) (unilvq.core.lgmlvq.CustomLGMLVQ attribute) prototypes_ (unilvq.core.classic_lvq.BaseLVQ attribute)

R

relevance (unilvq.core.grlvq.CustomGRLVQ attribute) relevance_matrices (unilvq.core.lgmlvq.CustomLGMLVQ attribute)

relevance_type (unilvq.core.grlvq.CustomGRLVQ attribute) (unilvq.core.grlvq.GrlvqClassifier attribute) (unilvq.core.grlvq.GrlvqRegressor attribute)

S

save_evaluation_metrics() (unilvq.core.base_model.BaseModel method) save_model() (unilvq.core.base_model.BaseModel method) save_training_loss() (unilvq.core.base_model.BaseModel method) save_y_predicted() (unilvq.core.base_model.BaseModel method) scale() (unilvq.common.data_handler.Data static method) score() (unilvq.core.base_model.BaseModel method) (unilvq.core.classic_lvq.BaseLVQ method), [1] (unilvq.core.classic_lvq.Lvq1Classifier method) (unilvq.core.classic_lvq.Lvq21Classifier method) (unilvq.core.classic_lvq.Lvq3Classifier method) (unilvq.core.classic_lvq.OptimizedLvq1Classifier method) (unilvq.core.glvq.GlvqClassifier method) (unilvq.core.glvq.GlvqRegressor method) (unilvq.core.grlvq.GrlvqClassifier method) (unilvq.core.grlvq.GrlvqRegressor method) (unilvq.core.lgmlvq.LgmlvqClassifier method)

scores() (unilvq.core.classic_lvq.BaseLVQ method) (unilvq.core.glvq.GlvqClassifier method) (unilvq.core.glvq.GlvqRegressor method) (unilvq.core.grlvq.GrlvqClassifier method) (unilvq.core.grlvq.GrlvqRegressor method) (unilvq.core.lgmlvq.LgmlvqClassifier method) seed (unilvq.core.glvq.GlvqClassifier attribute) (unilvq.core.glvq.GlvqRegressor attribute) (unilvq.core.grlvq.GrlvqClassifier attribute) (unilvq.core.grlvq.GrlvqRegressor attribute) (unilvq.core.lgmlvq.LgmlvqClassifier attribute) set_train_test() (unilvq.common.data_handler.Data method) SinhArcSinhScaler (class in unilvq.common.data_scaler) split_train_test() (unilvq.common.data_handler.Data method) SqrtScaler (class in unilvq.common.data_scaler) SUPPORT (unilvq.common.data_handler.Data attribute) SUPPORTED_SCALERS (unilvq.common.data_handler.DataTransformer attribute)

T

TimeSeriesDifferencer (class in unilvq.common.data_handler) training (unilvq.core.glvq.CustomGLVQ attribute) (unilvq.core.grlvq.CustomGRLVQ attribute) (unilvq.core.lgmlvq.CustomLGMLVQ attribute) transform() (unilvq.common.data_handler.DataTransformer method) (unilvq.common.data_scaler.BoxCoxScaler method) (unilvq.common.data_scaler.LabelEncoder method) (unilvq.common.data_scaler.Log1pScaler method) (unilvq.common.data_scaler.LogeScaler method) (unilvq.common.data_scaler.ObjectiveScaler method) (unilvq.common.data_scaler.OneHotEncoder method) (unilvq.common.data_scaler.SinhArcSinhScaler method) (unilvq.common.data_scaler.SqrtScaler method) (unilvq.common.data_scaler.YeoJohnsonScaler method)

U

unilvq.common.data_handler module unilvq.common.data_scaler module unilvq.common.early_stopper module unilvq.common.scorer module unilvq.common.verifier module

unilvq.core.base_model module unilvq.core.classic_lvq module unilvq.core.glvq module unilvq.core.grlvq module unilvq.core.lgmlvq module

V

valid_rate (unilvq.core.glvq.GlvqClassifier attribute) (unilvq.core.glvq.GlvqRegressor attribute) (unilvq.core.grlvq.GrlvqClassifier attribute) (unilvq.core.grlvq.GrlvqRegressor attribute) (unilvq.core.lgmlvq.LgmlvqClassifier attribute)

verbose (unilvq.core.glvq.GlvqClassifier attribute) (unilvq.core.glvq.GlvqRegressor attribute) (unilvq.core.grlvq.GrlvqClassifier attribute) (unilvq.core.grlvq.GrlvqRegressor attribute) (unilvq.core.lgmlvq.LgmlvqClassifier attribute)

Y

YeoJohnsonScaler (class in unilvq.common.data_scaler)