Index

B

best_estimator (metasklearn.core.search.MetaSearchCV attribute) best_params (metasklearn.core.search.MetaSearchCV attribute)

best_score (metasklearn.core.search.MetaSearchCV attribute) BoxCoxScaler (class in metasklearn.utils.scaler)

C

categories_ (metasklearn.utils.scaler.OneHotEncoder attribute) check_bool() (in module metasklearn.utils.validation) check_float() (in module metasklearn.utils.validation) check_int() (in module metasklearn.utils.validation)

check_str() (in module metasklearn.utils.validation) check_tuple_float() (in module metasklearn.utils.validation) check_tuple_int() (in module metasklearn.utils.validation) create_threshold_binary_features() (metasklearn.utils.data_handler.FeatureEngineering method) cv (metasklearn.core.problem.HyperparameterProblem attribute)

D

Data (class in metasklearn.utils.data_handler)

DataTransformer (class in metasklearn.utils.data_handler) difference() (metasklearn.utils.data_handler.TimeSeriesDifferencer method)

E

encode_label() (metasklearn.utils.data_handler.Data static method)

estimator (metasklearn.core.problem.HyperparameterProblem attribute) evaluate() (metasklearn.core.search.MetaSearchCV method)

F

FeatureEngineering (class in metasklearn.utils.data_handler) fit() (metasklearn.core.search.MetaSearchCV method) (metasklearn.utils.data_handler.DataTransformer method) (metasklearn.utils.scaler.BoxCoxScaler method) (metasklearn.utils.scaler.LabelEncoder method) (metasklearn.utils.scaler.Log1pScaler method) (metasklearn.utils.scaler.LogeScaler method) (metasklearn.utils.scaler.OneHotEncoder method) (metasklearn.utils.scaler.SinhArcSinhScaler method) (metasklearn.utils.scaler.SqrtScaler method) (metasklearn.utils.scaler.YeoJohnsonScaler method)

fit_transform() (metasklearn.utils.scaler.LabelEncoder method) (metasklearn.utils.scaler.OneHotEncoder method)

G

get_all_classification_metrics() (in module metasklearn.utils.evaluation) get_all_regression_metrics() (in module metasklearn.utils.evaluation)

get_metric_sklearn() (in module metasklearn.utils.evaluation) get_metrics() (in module metasklearn.utils.evaluation) get_obj_score_ (metasklearn.core.problem.HyperparameterProblem attribute)

H

HyperparameterProblem (class in metasklearn.core.problem)

I

inverse_difference() (metasklearn.utils.data_handler.TimeSeriesDifferencer method) inverse_transform() (metasklearn.utils.data_handler.DataTransformer method) (metasklearn.utils.scaler.BoxCoxScaler method) (metasklearn.utils.scaler.LabelEncoder method) (metasklearn.utils.scaler.Log1pScaler method) (metasklearn.utils.scaler.LogeScaler method) (metasklearn.utils.scaler.ObjectiveScaler method) (metasklearn.utils.scaler.OneHotEncoder method) (metasklearn.utils.scaler.SinhArcSinhScaler method) (metasklearn.utils.scaler.SqrtScaler method) (metasklearn.utils.scaler.YeoJohnsonScaler method)

is_in_bound() (in module metasklearn.utils.validation) is_str_in_list() (in module metasklearn.utils.validation)

K

kf (metasklearn.core.problem.HyperparameterProblem attribute)

L

LabelEncoder (class in metasklearn.utils.scaler) load_model() (metasklearn.core.search.MetaSearchCV static method)

Log1pScaler (class in metasklearn.utils.scaler) LogeScaler (class in metasklearn.utils.scaler) loss_train (metasklearn.core.search.MetaSearchCV attribute)

M

MetaSearchCV (class in metasklearn.core.search) metasklearn.core.problem module metasklearn.core.search module metasklearn.utils.data_handler module metasklearn.utils.evaluation module metasklearn.utils.scaler module

metasklearn.utils.validation module metric_class (metasklearn.core.problem.HyperparameterProblem attribute) module metasklearn.core.problem metasklearn.core.search metasklearn.utils.data_handler metasklearn.utils.evaluation metasklearn.utils.scaler metasklearn.utils.validation

N

n_jobs (metasklearn.core.problem.HyperparameterProblem attribute)

O

obj_func() (metasklearn.core.problem.HyperparameterProblem method) obj_name (metasklearn.core.problem.HyperparameterProblem attribute)

ObjectiveScaler (class in metasklearn.utils.scaler) OneHotEncoder (class in metasklearn.utils.scaler)

P

predict() (metasklearn.core.search.MetaSearchCV method)

problem (metasklearn.core.search.MetaSearchCV attribute)

S

save_convergence() (metasklearn.core.search.MetaSearchCV method) save_model() (metasklearn.core.search.MetaSearchCV method) save_performance_metrics() (metasklearn.core.search.MetaSearchCV method) save_y_predicted() (metasklearn.core.search.MetaSearchCV method) scale() (metasklearn.utils.data_handler.Data static method) score() (metasklearn.core.search.MetaSearchCV method) scores() (metasklearn.core.search.MetaSearchCV method) set_train_test() (metasklearn.utils.data_handler.Data method)

shuffle (metasklearn.core.problem.HyperparameterProblem attribute) SinhArcSinhScaler (class in metasklearn.utils.scaler) split_train_test() (metasklearn.utils.data_handler.Data method) SqrtScaler (class in metasklearn.utils.scaler) SUPPORT (metasklearn.utils.data_handler.Data attribute) SUPPORTED_CLS_METRICS (metasklearn.core.search.MetaSearchCV attribute) SUPPORTED_REG_METRICS (metasklearn.core.search.MetaSearchCV attribute) SUPPORTED_SCALERS (metasklearn.utils.data_handler.DataTransformer attribute), [1]

T

TimeSeriesDifferencer (class in metasklearn.utils.data_handler) transform() (metasklearn.utils.data_handler.DataTransformer method) (metasklearn.utils.scaler.BoxCoxScaler method) (metasklearn.utils.scaler.LabelEncoder method) (metasklearn.utils.scaler.Log1pScaler method) (metasklearn.utils.scaler.LogeScaler method) (metasklearn.utils.scaler.ObjectiveScaler method) (metasklearn.utils.scaler.OneHotEncoder method) (metasklearn.utils.scaler.SinhArcSinhScaler method) (metasklearn.utils.scaler.SqrtScaler method) (metasklearn.utils.scaler.YeoJohnsonScaler method)

X

X (metasklearn.core.problem.HyperparameterProblem attribute)

Y

y (metasklearn.core.problem.HyperparameterProblem attribute)

YeoJohnsonScaler (class in metasklearn.utils.scaler)