Index

B

BaseElm (class in intelelm.base_elm)

BaseMhaElm (class in intelelm.base_elm)

C

celu() (in module intelelm.utils.activation) check_bool() (in module intelelm.utils.validator) check_float() (in module intelelm.utils.validator) check_int() (in module intelelm.utils.validator) check_str() (in module intelelm.utils.validator) check_tuple_float() (in module intelelm.utils.validator) check_tuple_int() (in module intelelm.utils.validator)

CLS_OBJ_LOSSES (intelelm.base_elm.BaseElm attribute) (intelelm.model.mha_elm.MhaElmClassifier attribute) (intelelm.model.standard_elm.ElmClassifier attribute) create_network() (intelelm.base_elm.BaseElm method) (intelelm.model.mha_elm.MhaElmClassifier method) (intelelm.model.mha_elm.MhaElmRegressor method) (intelelm.model.standard_elm.ElmClassifier method) (intelelm.model.standard_elm.ElmRegressor method)

D

Data (class in intelelm.utils.data_loader)

E

ELM (class in intelelm.base_elm) ElmClassifier (class in intelelm.model.standard_elm) ElmRegressor (class in intelelm.model.standard_elm) elu() (in module intelelm.utils.activation) encode_label() (intelelm.utils.data_loader.Data static method)

evaluate() (intelelm.base_elm.BaseElm method) (intelelm.model.mha_elm.MhaElmClassifier method) (intelelm.model.mha_elm.MhaElmRegressor method) (intelelm.model.standard_elm.ElmClassifier method) (intelelm.model.standard_elm.ElmRegressor method)

F

fit() (intelelm.base_elm.BaseElm method) (intelelm.base_elm.BaseMhaElm method) (intelelm.base_elm.ELM method) (intelelm.utils.encoder.LabelEncoder method)

fit_transform() (intelelm.utils.encoder.LabelEncoder method) fitness_function() (intelelm.base_elm.BaseMhaElm method) (intelelm.model.mha_elm.MhaElmClassifier method) (intelelm.model.mha_elm.MhaElmRegressor method)

G

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

get_dataset() (in module intelelm.utils.data_loader) get_metrics() (in module intelelm.utils.evaluator) get_weights() (intelelm.base_elm.ELM method) get_weights_size() (intelelm.base_elm.ELM method)

H

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

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

I

intelelm.base_elm module intelelm.model.mha_elm module intelelm.model.standard_elm module intelelm.utils.activation module intelelm.utils.data_loader module

intelelm.utils.encoder module intelelm.utils.evaluator module intelelm.utils.validator module inverse_transform() (intelelm.utils.encoder.LabelEncoder method) (intelelm.utils.encoder.ObjectiveScaler method) is_in_bound() (in module intelelm.utils.validator) is_str_in_list() (in module intelelm.utils.validator)

L

LabelEncoder (class in intelelm.utils.encoder) leaky_relu() (in module intelelm.utils.activation)

load_model() (intelelm.base_elm.BaseElm static method) log_sigmoid() (in module intelelm.utils.activation) log_softmax() (in module intelelm.utils.activation)

M

MhaElmClassifier (class in intelelm.model.mha_elm) MhaElmRegressor (class in intelelm.model.mha_elm) mish() (in module intelelm.utils.activation) module intelelm.base_elm intelelm.model.mha_elm intelelm.model.standard_elm intelelm.utils.activation intelelm.utils.data_loader intelelm.utils.encoder intelelm.utils.evaluator intelelm.utils.validator

O

ObjectiveScaler (class in intelelm.utils.encoder)

P

predict() (intelelm.base_elm.BaseElm method) (intelelm.base_elm.ELM method)

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

R

relu() (in module intelelm.utils.activation)

rrelu() (in module intelelm.utils.activation)

S

save_loss_train() (intelelm.base_elm.BaseElm method) save_metrics() (intelelm.base_elm.BaseElm method) save_model() (intelelm.base_elm.BaseElm method) save_y_predicted() (intelelm.base_elm.BaseElm method) scale() (intelelm.utils.data_loader.Data static method) score() (intelelm.base_elm.BaseElm method) (intelelm.model.mha_elm.MhaElmClassifier method) (intelelm.model.mha_elm.MhaElmRegressor method) (intelelm.model.standard_elm.ElmClassifier method) (intelelm.model.standard_elm.ElmRegressor method) scores() (intelelm.base_elm.BaseElm method) (intelelm.model.mha_elm.MhaElmClassifier method) (intelelm.model.mha_elm.MhaElmRegressor method) (intelelm.model.standard_elm.ElmClassifier method) (intelelm.model.standard_elm.ElmRegressor method) selu() (in module intelelm.utils.activation) set_fit_request() (intelelm.base_elm.BaseMhaElm method) (intelelm.model.mha_elm.MhaElmClassifier method) (intelelm.model.mha_elm.MhaElmRegressor method) set_predict_request() (intelelm.base_elm.BaseElm method) (intelelm.base_elm.BaseMhaElm method) (intelelm.model.mha_elm.MhaElmClassifier method) (intelelm.model.mha_elm.MhaElmRegressor method) (intelelm.model.standard_elm.ElmClassifier method) (intelelm.model.standard_elm.ElmRegressor method)

set_score_request() (intelelm.base_elm.BaseElm method) (intelelm.base_elm.BaseMhaElm method) (intelelm.model.mha_elm.MhaElmClassifier method) (intelelm.model.mha_elm.MhaElmRegressor method) (intelelm.model.standard_elm.ElmClassifier method) (intelelm.model.standard_elm.ElmRegressor method) set_train_test() (intelelm.utils.data_loader.Data method) set_weights() (intelelm.base_elm.ELM method) sigmoid() (in module intelelm.utils.activation) silu() (in module intelelm.utils.activation) soft_plus() (in module intelelm.utils.activation) soft_shrink() (in module intelelm.utils.activation) soft_sign() (in module intelelm.utils.activation) softmax() (in module intelelm.utils.activation) softmin() (in module intelelm.utils.activation) split_train_test() (intelelm.utils.data_loader.Data method) SUPPORT (intelelm.utils.data_loader.Data attribute) SUPPORTED_CLS_METRICS (intelelm.base_elm.BaseElm attribute) SUPPORTED_CLS_OBJECTIVES (intelelm.base_elm.BaseMhaElm attribute) SUPPORTED_OPTIMIZERS (intelelm.base_elm.BaseMhaElm attribute) SUPPORTED_REG_METRICS (intelelm.base_elm.BaseElm attribute) SUPPORTED_REG_OBJECTIVES (intelelm.base_elm.BaseMhaElm attribute) swish() (in module intelelm.utils.activation)

T

tanh() (in module intelelm.utils.activation) tanh_shrink() (in module intelelm.utils.activation)

transform() (intelelm.utils.encoder.LabelEncoder method) (intelelm.utils.encoder.ObjectiveScaler method)

U

update_weights_from_solution() (intelelm.base_elm.ELM method)