Index

B

BaseFlnn (class in reflame.base_flnn) (class in reflame.base_flnn_torch)

BaseMhaFlnn (class in reflame.base_flnn) BoxCoxScaler (class in reflame.utils.data_toolkit)

C

celu() (in module reflame.utils.activation) check_bool() (in module reflame.utils.validator) check_float() (in module reflame.utils.validator) check_int() (in module reflame.utils.validator) check_str() (in module reflame.utils.validator) check_tuple_float() (in module reflame.utils.validator) check_tuple_int() (in module reflame.utils.validator) check_y() (reflame.utils.data_toolkit.Data static method) (reflame.utils.data_toolkit.LabelEncoder static method) CLS_OBJ_BINARY_1 (reflame.model.standard_flnn.FlnnClassifier attribute) CLS_OBJ_BINARY_2 (reflame.model.standard_flnn.FlnnClassifier attribute)

CLS_OBJ_LOSSES (reflame.base_flnn.BaseFlnn attribute) (reflame.base_flnn_torch.BaseFlnn attribute) (reflame.model.mha_flnn.MhaFlnnClassifier attribute) (reflame.model.standard_flnn.FlnnClassifier attribute) CLS_OBJ_MULTI (reflame.model.standard_flnn.FlnnClassifier attribute) create_network() (reflame.base_flnn.BaseFlnn method) (reflame.base_flnn_torch.BaseFlnn method) (reflame.model.mha_flnn.MhaFlnnClassifier method) (reflame.model.mha_flnn.MhaFlnnRegressor method) (reflame.model.standard_flnn.FlnnClassifier method) (reflame.model.standard_flnn.FlnnRegressor method) create_threshold_binary_features() (reflame.utils.data_toolkit.FeatureEngineering method)

D

Data (class in reflame.utils.data_toolkit)

DataTransformer (class in reflame.utils.data_toolkit) difference() (reflame.utils.data_toolkit.TimeSeriesDifferencer method)

E

elu() (in module reflame.utils.activation) encode_label() (reflame.utils.data_toolkit.Data static method) evaluate() (reflame.base_flnn.BaseFlnn method) (reflame.base_flnn_torch.BaseFlnn method) (reflame.model.mha_flnn.MhaFlnnClassifier method) (reflame.model.mha_flnn.MhaFlnnRegressor method) (reflame.model.standard_flnn.FlnnClassifier method) (reflame.model.standard_flnn.FlnnRegressor method)

expand_chebyshev() (in module reflame.utils.expand_util) expand_gegenbauer() (in module reflame.utils.expand_util) expand_hermite() (in module reflame.utils.expand_util) expand_laguerre() (in module reflame.utils.expand_util) expand_legendre() (in module reflame.utils.expand_util) expand_power() (in module reflame.utils.expand_util) expand_trigonometric() (in module reflame.utils.expand_util)

F

FeatureEngineering (class in reflame.utils.data_toolkit) fit() (reflame.base_flnn.BaseFlnn method) (reflame.base_flnn.BaseMhaFlnn method) (reflame.base_flnn.FLNN method) (reflame.base_flnn_torch.BaseFlnn method) (reflame.model.standard_flnn.FlnnClassifier method) (reflame.utils.data_toolkit.BoxCoxScaler method) (reflame.utils.data_toolkit.DataTransformer method) (reflame.utils.data_toolkit.LabelEncoder method) (reflame.utils.data_toolkit.Log1pScaler method) (reflame.utils.data_toolkit.LogeScaler method) (reflame.utils.data_toolkit.SinhArcSinhScaler method) (reflame.utils.data_toolkit.SqrtScaler method) (reflame.utils.data_toolkit.YeoJohnsonScaler method)

fit_transform() (reflame.utils.data_toolkit.LabelEncoder method) FLNN (class in reflame.base_flnn) (class in reflame.base_flnn_torch) FlnnClassifier (class in reflame.model.standard_flnn) FlnnRegressor (class in reflame.model.standard_flnn) forward() (reflame.base_flnn_torch.FLNN method)

G

gelu() (in module reflame.utils.activation) get_all_classification_metrics() (in module reflame.utils.evaluator) get_all_regression_metrics() (in module reflame.utils.evaluator)

get_metrics() (in module reflame.utils.evaluator) get_weights() (reflame.base_flnn.FLNN method) get_weights_size() (reflame.base_flnn.FLNN method)

H

hard_shrink() (in module reflame.utils.activation) hard_sigmoid() (in module reflame.utils.activation)

hard_swish() (in module reflame.utils.activation) hard_tanh() (in module reflame.utils.activation)

I

inverse_difference() (reflame.utils.data_toolkit.TimeSeriesDifferencer method) inverse_transform() (reflame.utils.data_toolkit.BoxCoxScaler method) (reflame.utils.data_toolkit.DataTransformer method) (reflame.utils.data_toolkit.LabelEncoder method) (reflame.utils.data_toolkit.Log1pScaler method) (reflame.utils.data_toolkit.LogeScaler method) (reflame.utils.data_toolkit.ObjectiveScaler method) (reflame.utils.data_toolkit.SinhArcSinhScaler method) (reflame.utils.data_toolkit.SqrtScaler method) (reflame.utils.data_toolkit.YeoJohnsonScaler method)

is_in_bound() (in module reflame.utils.validator) is_str_in_list() (in module reflame.utils.validator)

L

LabelEncoder (class in reflame.utils.data_toolkit) leaky_relu() (in module reflame.utils.activation) load_model() (reflame.base_flnn.BaseFlnn static method) (reflame.base_flnn_torch.BaseFlnn static method)

Log1pScaler (class in reflame.utils.data_toolkit) log_sigmoid() (in module reflame.utils.activation) log_softmax() (in module reflame.utils.activation) LogeScaler (class in reflame.utils.data_toolkit)

M

MhaFlnnClassifier (class in reflame.model.mha_flnn) MhaFlnnRegressor (class in reflame.model.mha_flnn) mish() (in module reflame.utils.activation) module reflame.base_flnn reflame.base_flnn_torch reflame.model.mha_flnn reflame.model.standard_flnn reflame.utils.activation reflame.utils.data_toolkit reflame.utils.evaluator reflame.utils.expand_util reflame.utils.validator

O

objective_function() (reflame.base_flnn.BaseMhaFlnn method) (reflame.model.mha_flnn.MhaFlnnClassifier method) (reflame.model.mha_flnn.MhaFlnnRegressor method)

ObjectiveScaler (class in reflame.utils.data_toolkit)

P

predict() (reflame.base_flnn.BaseFlnn method) (reflame.base_flnn.FLNN method) (reflame.base_flnn_torch.BaseFlnn method)

prelu() (in module reflame.utils.activation)

R

reflame.base_flnn module reflame.base_flnn_torch module reflame.model.mha_flnn module reflame.model.standard_flnn module reflame.utils.activation module

reflame.utils.data_toolkit module reflame.utils.evaluator module reflame.utils.expand_util module reflame.utils.validator module relu() (in module reflame.utils.activation) rrelu() (in module reflame.utils.activation)

S

save_loss_train() (reflame.base_flnn.BaseFlnn method) (reflame.base_flnn_torch.BaseFlnn method) save_metrics() (reflame.base_flnn.BaseFlnn method) (reflame.base_flnn_torch.BaseFlnn method) save_model() (reflame.base_flnn.BaseFlnn method) (reflame.base_flnn_torch.BaseFlnn method) save_y_predicted() (reflame.base_flnn.BaseFlnn method) (reflame.base_flnn_torch.BaseFlnn method) scale() (reflame.utils.data_toolkit.Data static method) score() (reflame.base_flnn.BaseFlnn method) (reflame.base_flnn_torch.BaseFlnn method) (reflame.model.mha_flnn.MhaFlnnClassifier method) (reflame.model.mha_flnn.MhaFlnnRegressor method) (reflame.model.standard_flnn.FlnnClassifier method) (reflame.model.standard_flnn.FlnnRegressor method) scores() (reflame.base_flnn.BaseFlnn method) (reflame.base_flnn_torch.BaseFlnn method) (reflame.model.mha_flnn.MhaFlnnClassifier method) (reflame.model.mha_flnn.MhaFlnnRegressor method) (reflame.model.standard_flnn.FlnnClassifier method) (reflame.model.standard_flnn.FlnnRegressor method) selu() (in module reflame.utils.activation) set_fit_request() (reflame.base_flnn.BaseMhaFlnn method) (reflame.model.mha_flnn.MhaFlnnClassifier method) (reflame.model.mha_flnn.MhaFlnnRegressor method) set_predict_request() (reflame.base_flnn.BaseFlnn method) (reflame.base_flnn.BaseMhaFlnn method) (reflame.base_flnn_torch.BaseFlnn method) (reflame.model.mha_flnn.MhaFlnnClassifier method) (reflame.model.mha_flnn.MhaFlnnRegressor method) (reflame.model.standard_flnn.FlnnClassifier method) (reflame.model.standard_flnn.FlnnRegressor method) set_score_request() (reflame.base_flnn.BaseFlnn method) (reflame.base_flnn.BaseMhaFlnn method) (reflame.base_flnn_torch.BaseFlnn method) (reflame.model.mha_flnn.MhaFlnnClassifier method) (reflame.model.mha_flnn.MhaFlnnRegressor method) (reflame.model.standard_flnn.FlnnClassifier method) (reflame.model.standard_flnn.FlnnRegressor method)

set_train_test() (reflame.utils.data_toolkit.Data method) set_weights() (reflame.base_flnn.FLNN method) sigmoid() (in module reflame.utils.activation) silu() (in module reflame.utils.activation) SinhArcSinhScaler (class in reflame.utils.data_toolkit) soft_plus() (in module reflame.utils.activation) soft_shrink() (in module reflame.utils.activation) soft_sign() (in module reflame.utils.activation) softmax() (in module reflame.utils.activation) softmin() (in module reflame.utils.activation) split_train_test() (reflame.utils.data_toolkit.Data method) SqrtScaler (class in reflame.utils.data_toolkit) SUPPORT (reflame.utils.data_toolkit.Data attribute) SUPPORTED_ACTIVATIONS (reflame.base_flnn_torch.FLNN attribute) SUPPORTED_CLS_METRICS (reflame.base_flnn.BaseFlnn attribute) (reflame.base_flnn_torch.BaseFlnn attribute) SUPPORTED_CLS_OBJECTIVES (reflame.base_flnn.BaseMhaFlnn attribute) SUPPORTED_EXPANDS (reflame.base_flnn_torch.FLNN attribute) SUPPORTED_LOSSES (reflame.base_flnn_torch.BaseFlnn attribute) (reflame.model.standard_flnn.FlnnClassifier attribute) (reflame.model.standard_flnn.FlnnRegressor attribute) SUPPORTED_N_FUNCS (reflame.base_flnn_torch.FLNN attribute) SUPPORTED_OPTIMIZERS (reflame.base_flnn.BaseMhaFlnn attribute) (reflame.base_flnn_torch.BaseFlnn attribute) SUPPORTED_REG_METRICS (reflame.base_flnn.BaseFlnn attribute) (reflame.base_flnn_torch.BaseFlnn attribute) SUPPORTED_REG_OBJECTIVES (reflame.base_flnn.BaseMhaFlnn attribute) SUPPORTED_SCALERS (reflame.utils.data_toolkit.DataTransformer attribute) swish() (in module reflame.utils.activation)

T

tanh() (in module reflame.utils.activation) tanh_shrink() (in module reflame.utils.activation) TimeSeriesDifferencer (class in reflame.utils.data_toolkit) training (reflame.base_flnn_torch.FLNN attribute) transform() (reflame.utils.data_toolkit.BoxCoxScaler method) (reflame.utils.data_toolkit.DataTransformer method) (reflame.utils.data_toolkit.LabelEncoder method) (reflame.utils.data_toolkit.Log1pScaler method) (reflame.utils.data_toolkit.LogeScaler method) (reflame.utils.data_toolkit.ObjectiveScaler method) (reflame.utils.data_toolkit.SinhArcSinhScaler method) (reflame.utils.data_toolkit.SqrtScaler method) (reflame.utils.data_toolkit.YeoJohnsonScaler method)

transform_X() (reflame.base_flnn.FLNN method) (reflame.base_flnn_torch.FLNN method)

U

update_weights_from_solution() (reflame.base_flnn.FLNN method)

Y

YeoJohnsonScaler (class in reflame.utils.data_toolkit)