graforvfl
v1.1.0
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graforvfl
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Index
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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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N
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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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Y
B
BaseRVFL (class in graforvfl.network.base_rvfl)
BoxCoxScaler (class in graforvfl.shared.scaler)
C
celu() (in module graforvfl.shared.activator)
check_bool() (in module graforvfl.shared.boundary_controller)
check_float() (in module graforvfl.shared.boundary_controller)
check_int() (in module graforvfl.shared.boundary_controller)
check_str() (in module graforvfl.shared.boundary_controller)
check_tuple_float() (in module graforvfl.shared.boundary_controller)
check_tuple_int() (in module graforvfl.shared.boundary_controller)
CLS_OBJ_LOSSES (graforvfl.network.base_rvfl.BaseRVFL attribute)
(graforvfl.network.standard_rvfl.RvflClassifier attribute)
create_threshold_binary_features() (graforvfl.shared.data_processor.FeatureEngineering method)
D
Data (class in graforvfl.shared.data_processor)
DataTransformer (class in graforvfl.shared.data_processor)
difference() (graforvfl.shared.data_processor.TimeSeriesDifferencer method)
E
elu() (in module graforvfl.shared.activator)
encode_label() (graforvfl.shared.data_processor.Data static method)
evaluate() (graforvfl.network.base_rvfl.BaseRVFL method)
(graforvfl.network.standard_rvfl.RvflClassifier method)
(graforvfl.network.standard_rvfl.RvflRegressor method)
F
FeatureEngineering (class in graforvfl.shared.data_processor)
fit() (graforvfl.network.base_rvfl.BaseRVFL method)
(graforvfl.network.gfo_rvfl_tuner.GfoRvflTuner method)
(graforvfl.network.standard_rvfl.RvflClassifier method)
(graforvfl.shared.data_processor.DataTransformer method)
(graforvfl.shared.scaler.BoxCoxScaler method)
(graforvfl.shared.scaler.LabelEncoder method)
(graforvfl.shared.scaler.Log1pScaler method)
(graforvfl.shared.scaler.LogeScaler method)
(graforvfl.shared.scaler.SinhArcSinhScaler method)
(graforvfl.shared.scaler.SqrtScaler method)
(graforvfl.shared.scaler.YeoJohnsonScaler method)
fit_transform() (graforvfl.shared.scaler.LabelEncoder method)
G
gelu() (in module graforvfl.shared.activator)
get_all_classification_metrics() (in module graforvfl.shared.scorer)
get_all_regression_metrics() (in module graforvfl.shared.scorer)
get_correct_shape() (in module graforvfl.shared.randomer)
get_dataset() (in module graforvfl.shared.data_processor)
get_generator() (in module graforvfl.shared.randomer)
get_metrics() (in module graforvfl.shared.scorer)
get_weights() (graforvfl.network.base_rvfl.BaseRVFL method)
get_weights_size() (graforvfl.network.base_rvfl.BaseRVFL method)
GfoRvflTuner (class in graforvfl.network.gfo_rvfl_tuner)
glorot_normal_initializer() (in module graforvfl.shared.randomer)
glorot_uniform_initializer() (in module graforvfl.shared.randomer)
graforvfl.network.base_rvfl
module
graforvfl.network.gfo_rvfl_tuner
module
graforvfl.network.standard_rvfl
module
graforvfl.shared.activator
module
graforvfl.shared.boundary_controller
module
graforvfl.shared.data_processor
module
graforvfl.shared.randomer
module
graforvfl.shared.scaler
module
graforvfl.shared.scorer
module
H
hard_shrink() (in module graforvfl.shared.activator)
hard_sigmoid() (in module graforvfl.shared.activator)
hard_swish() (in module graforvfl.shared.activator)
hard_tanh() (in module graforvfl.shared.activator)
he_normal_initializer() (in module graforvfl.shared.randomer)
he_uniform_initializer() (in module graforvfl.shared.randomer)
HyperparameterProblem (class in graforvfl.network.gfo_rvfl_tuner)
I
inverse_difference() (graforvfl.shared.data_processor.TimeSeriesDifferencer method)
inverse_transform() (graforvfl.shared.data_processor.DataTransformer method)
(graforvfl.shared.scaler.BoxCoxScaler method)
(graforvfl.shared.scaler.LabelEncoder method)
(graforvfl.shared.scaler.Log1pScaler method)
(graforvfl.shared.scaler.LogeScaler method)
(graforvfl.shared.scaler.ObjectiveScaler method)
(graforvfl.shared.scaler.SinhArcSinhScaler method)
(graforvfl.shared.scaler.SqrtScaler method)
(graforvfl.shared.scaler.YeoJohnsonScaler method)
is_in_bound() (in module graforvfl.shared.boundary_controller)
is_str_in_list() (in module graforvfl.shared.boundary_controller)
L
LabelEncoder (class in graforvfl.shared.scaler)
leaky_relu() (in module graforvfl.shared.activator)
lecun_normal_initializer() (in module graforvfl.shared.randomer)
lecun_uniform_initializer() (in module graforvfl.shared.randomer)
load_model() (graforvfl.network.base_rvfl.BaseRVFL static method)
(graforvfl.network.gfo_rvfl_tuner.GfoRvflTuner static method)
Log1pScaler (class in graforvfl.shared.scaler)
log_sigmoid() (in module graforvfl.shared.activator)
log_softmax() (in module graforvfl.shared.activator)
LogeScaler (class in graforvfl.shared.scaler)
M
mish() (in module graforvfl.shared.activator)
module
graforvfl.network.base_rvfl
graforvfl.network.gfo_rvfl_tuner
graforvfl.network.standard_rvfl
graforvfl.shared.activator
graforvfl.shared.boundary_controller
graforvfl.shared.data_processor
graforvfl.shared.randomer
graforvfl.shared.scaler
graforvfl.shared.scorer
N
none() (in module graforvfl.shared.activator)
O
obj_func() (graforvfl.network.gfo_rvfl_tuner.HyperparameterProblem method)
ObjectiveScaler (class in graforvfl.shared.scaler)
orthogonal_initializer() (in module graforvfl.shared.randomer)
P
predict() (graforvfl.network.base_rvfl.BaseRVFL method)
(graforvfl.network.gfo_rvfl_tuner.GfoRvflTuner method)
(graforvfl.network.standard_rvfl.RvflClassifier method)
predict_proba() (graforvfl.network.base_rvfl.BaseRVFL method)
(graforvfl.network.standard_rvfl.RvflClassifier method)
prelu() (in module graforvfl.shared.activator)
R
random_normal_initializer() (in module graforvfl.shared.randomer)
random_uniform_initializer() (in module graforvfl.shared.randomer)
relu() (in module graforvfl.shared.activator)
rrelu() (in module graforvfl.shared.activator)
RvflClassifier (class in graforvfl.network.standard_rvfl)
RvflRegressor (class in graforvfl.network.standard_rvfl)
S
save_convergence() (graforvfl.network.gfo_rvfl_tuner.GfoRvflTuner method)
save_loss_train() (graforvfl.network.base_rvfl.BaseRVFL method)
save_metrics() (graforvfl.network.base_rvfl.BaseRVFL method)
save_model() (graforvfl.network.base_rvfl.BaseRVFL method)
(graforvfl.network.gfo_rvfl_tuner.GfoRvflTuner method)
save_performance_metrics() (graforvfl.network.gfo_rvfl_tuner.GfoRvflTuner method)
save_y_predicted() (graforvfl.network.base_rvfl.BaseRVFL method)
(graforvfl.network.gfo_rvfl_tuner.GfoRvflTuner method)
scale() (graforvfl.shared.data_processor.Data static method)
score() (graforvfl.network.base_rvfl.BaseRVFL method)
(graforvfl.network.standard_rvfl.RvflClassifier method)
(graforvfl.network.standard_rvfl.RvflRegressor method)
scores() (graforvfl.network.base_rvfl.BaseRVFL method)
(graforvfl.network.standard_rvfl.RvflClassifier method)
(graforvfl.network.standard_rvfl.RvflRegressor method)
selu() (in module graforvfl.shared.activator)
set_score_request() (graforvfl.network.base_rvfl.BaseRVFL method)
(graforvfl.network.standard_rvfl.RvflClassifier method)
(graforvfl.network.standard_rvfl.RvflRegressor method)
set_train_test() (graforvfl.shared.data_processor.Data method)
set_weights() (graforvfl.network.base_rvfl.BaseRVFL method)
sigmoid() (in module graforvfl.shared.activator)
silu() (in module graforvfl.shared.activator)
SinhArcSinhScaler (class in graforvfl.shared.scaler)
soft_plus() (in module graforvfl.shared.activator)
soft_shrink() (in module graforvfl.shared.activator)
soft_sign() (in module graforvfl.shared.activator)
softmax() (in module graforvfl.shared.activator)
softmin() (in module graforvfl.shared.activator)
split_train_test() (graforvfl.shared.data_processor.Data method)
SqrtScaler (class in graforvfl.shared.scaler)
SUPPORT (graforvfl.shared.data_processor.Data attribute)
SUPPORTED_CLS_METRICS (graforvfl.network.base_rvfl.BaseRVFL attribute)
(graforvfl.network.gfo_rvfl_tuner.GfoRvflTuner attribute)
SUPPORTED_REG_METRICS (graforvfl.network.base_rvfl.BaseRVFL attribute)
(graforvfl.network.gfo_rvfl_tuner.GfoRvflTuner attribute)
SUPPORTED_SCALERS (graforvfl.shared.data_processor.DataTransformer attribute)
SUPPORTED_WEIGHT_INITIALIZER (graforvfl.network.base_rvfl.BaseRVFL attribute)
swish() (in module graforvfl.shared.activator)
T
tanh() (in module graforvfl.shared.activator)
tanh_shrink() (in module graforvfl.shared.activator)
TimeSeriesDifferencer (class in graforvfl.shared.data_processor)
transform() (graforvfl.shared.data_processor.DataTransformer method)
(graforvfl.shared.scaler.BoxCoxScaler method)
(graforvfl.shared.scaler.LabelEncoder method)
(graforvfl.shared.scaler.Log1pScaler method)
(graforvfl.shared.scaler.LogeScaler method)
(graforvfl.shared.scaler.ObjectiveScaler method)
(graforvfl.shared.scaler.SinhArcSinhScaler method)
(graforvfl.shared.scaler.SqrtScaler method)
(graforvfl.shared.scaler.YeoJohnsonScaler method)
Y
YeoJohnsonScaler (class in graforvfl.shared.scaler)