IntelELM
v1.1.1
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IntelELM Library
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Index
B
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C
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D
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E
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F
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G
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H
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I
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L
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M
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O
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P
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R
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S
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T
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U
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)