EvoRBF
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Models API:
EvoRBF Library
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EvoRBF
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Index
Index
_
|
A
|
B
|
C
|
D
|
E
|
F
|
G
|
H
|
I
|
K
|
L
|
M
|
N
|
O
|
P
|
R
|
S
|
T
|
U
|
V
|
W
|
X
|
Y
_
__init__() (evorbf.core.advanced_rbf.AdvancedRbfClassifier method)
(evorbf.core.advanced_rbf.AdvancedRbfNet method)
(evorbf.core.advanced_rbf.AdvancedRbfRegressor method)
(evorbf.core.advanced_rbf.BaseAdvancedRbf method)
_set_optim() (evorbf.core.rbf_tuner.NiaRbfTuner method)
A
AdvancedRbfClassifier (class in evorbf.core.advanced_rbf)
AdvancedRbfNet (class in evorbf.core.advanced_rbf)
AdvancedRbfRegressor (class in evorbf.core.advanced_rbf)
B
BaseAdvancedRbf (class in evorbf.core.advanced_rbf)
BaseNiaRbf (class in evorbf.core.base_rbf)
BaseRbf (class in evorbf.core.base_rbf)
best_estimator (evorbf.core.rbf_tuner.NiaRbfTuner attribute)
best_params (evorbf.core.rbf_tuner.NiaRbfTuner attribute)
bias (evorbf.core.advanced_rbf.AdvancedRbfNet attribute)
bounds (evorbf.core.rbf_tuner.NiaRbfTuner attribute)
BoxCoxScaler (class in evorbf.helpers.scaler)
C
calculate_centers() (evorbf.core.base_rbf.CustomRBF static method)
calculate_rbf() (evorbf.core.base_rbf.CustomRBF static method)
categories_ (evorbf.helpers.scaler.OneHotEncoder attribute)
CenterFinder (class in evorbf.helpers.center_finder)
centers (evorbf.core.advanced_rbf.AdvancedRbfNet attribute)
check_bool() (in module evorbf.helpers.validator)
check_float() (in module evorbf.helpers.validator)
check_int() (in module evorbf.helpers.validator)
check_reg_lambda() (evorbf.core.base_rbf.CustomRBF method)
check_str() (in module evorbf.helpers.validator)
check_tuple_float() (in module evorbf.helpers.validator)
check_tuple_int() (in module evorbf.helpers.validator)
check_y() (evorbf.helpers.preprocessor.Data static method)
CLS_OBJ_LOSSES (evorbf.core.advanced_rbf.AdvancedRbfClassifier attribute)
,
[1]
(evorbf.core.advanced_rbf.BaseAdvancedRbf attribute)
,
[1]
(evorbf.core.base_rbf.BaseRbf attribute)
(evorbf.core.nia_rbf.NiaRbfClassifier attribute)
(evorbf.core.standard_rbf.RbfClassifier attribute)
compute() (evorbf.helpers.kernel.GaussianKernel method)
(evorbf.helpers.kernel.InverseMultiquadricKernel method)
(evorbf.helpers.kernel.Kernel method)
(evorbf.helpers.kernel.LinearKernel method)
(evorbf.helpers.kernel.MultiquadricKernel method)
create_network() (evorbf.core.base_rbf.BaseRbf method)
(evorbf.core.nia_rbf.NiaRbfClassifier method)
(evorbf.core.nia_rbf.NiaRbfRegressor method)
,
[1]
(evorbf.core.standard_rbf.RbfClassifier method)
(evorbf.core.standard_rbf.RbfRegressor method)
create_threshold_binary_features() (evorbf.helpers.preprocessor.FeatureEngineering method)
CustomRBF (class in evorbf.core.base_rbf)
cv (evorbf.core.rbf_tuner.HyperparameterProblem attribute)
(evorbf.core.rbf_tuner.NiaRbfTuner attribute)
D
Data (class in evorbf.helpers.preprocessor)
DataTransformer (class in evorbf.helpers.scaler)
DbscanFinder (class in evorbf.helpers.center_finder)
difference() (evorbf.helpers.preprocessor.TimeSeriesDifferencer method)
E
encode_label() (evorbf.helpers.preprocessor.Data static method)
evaluate() (evorbf.core.advanced_rbf.AdvancedRbfClassifier method)
,
[1]
(evorbf.core.advanced_rbf.AdvancedRbfRegressor method)
,
[1]
(evorbf.core.advanced_rbf.BaseAdvancedRbf method)
,
[1]
(evorbf.core.base_rbf.BaseRbf method)
(evorbf.core.nia_rbf.NiaRbfClassifier method)
(evorbf.core.nia_rbf.NiaRbfRegressor method)
,
[1]
(evorbf.core.standard_rbf.RbfClassifier method)
(evorbf.core.standard_rbf.RbfRegressor method)
evorbf.core.advanced_rbf
module
evorbf.core.base_rbf
module
evorbf.core.nia_rbf
module
evorbf.core.rbf_tuner
module
evorbf.core.standard_rbf
module
evorbf.helpers.center_finder
module
evorbf.helpers.kernel
module
evorbf.helpers.metrics
module
evorbf.helpers.preprocessor
module
evorbf.helpers.scaler
module
evorbf.helpers.validator
module
F
FeatureEngineering (class in evorbf.helpers.preprocessor)
find_centers() (evorbf.helpers.center_finder.CenterFinder method)
(evorbf.helpers.center_finder.DbscanFinder method)
(evorbf.helpers.center_finder.KMeansFinder method)
(evorbf.helpers.center_finder.MeanShiftFinder method)
(evorbf.helpers.center_finder.RandomFinder method)
fit() (evorbf.core.advanced_rbf.AdvancedRbfClassifier method)
,
[1]
(evorbf.core.advanced_rbf.AdvancedRbfNet method)
,
[1]
(evorbf.core.advanced_rbf.AdvancedRbfRegressor method)
,
[1]
(evorbf.core.advanced_rbf.BaseAdvancedRbf method)
,
[1]
(evorbf.core.base_rbf.BaseNiaRbf method)
(evorbf.core.base_rbf.BaseRbf method)
(evorbf.core.base_rbf.CustomRBF method)
(evorbf.core.nia_rbf.NiaRbfRegressor method)
(evorbf.core.rbf_tuner.NiaRbfTuner method)
,
[1]
(evorbf.helpers.preprocessor.LabelEncoder method)
(evorbf.helpers.scaler.BoxCoxScaler method)
(evorbf.helpers.scaler.DataTransformer method)
(evorbf.helpers.scaler.Log1pScaler method)
(evorbf.helpers.scaler.LogeScaler method)
(evorbf.helpers.scaler.OneHotEncoder method)
(evorbf.helpers.scaler.SinhArcSinhScaler method)
(evorbf.helpers.scaler.SqrtScaler method)
(evorbf.helpers.scaler.YeoJohnsonScaler method)
fit_transform() (evorbf.helpers.preprocessor.LabelEncoder method)
(evorbf.helpers.scaler.OneHotEncoder method)
G
GaussianKernel (class in evorbf.helpers.kernel)
get_all_classification_metrics() (in module evorbf.helpers.metrics)
get_all_regression_metrics() (in module evorbf.helpers.metrics)
get_metric_sklearn() (in module evorbf.helpers.metrics)
get_metrics() (in module evorbf.helpers.metrics)
get_params() (evorbf.helpers.kernel.Kernel method)
get_weights() (evorbf.core.base_rbf.CustomRBF method)
get_weights_size() (evorbf.core.base_rbf.CustomRBF method)
H
has_bias (evorbf.core.advanced_rbf.AdvancedRbfNet attribute)
HyperparameterProblem (class in evorbf.core.rbf_tuner)
I
inverse_difference() (evorbf.helpers.preprocessor.TimeSeriesDifferencer method)
inverse_transform() (evorbf.helpers.preprocessor.LabelEncoder method)
(evorbf.helpers.scaler.BoxCoxScaler method)
(evorbf.helpers.scaler.DataTransformer method)
(evorbf.helpers.scaler.Log1pScaler method)
(evorbf.helpers.scaler.LogeScaler method)
(evorbf.helpers.scaler.ObjectiveScaler method)
(evorbf.helpers.scaler.OneHotEncoder method)
(evorbf.helpers.scaler.SinhArcSinhScaler method)
(evorbf.helpers.scaler.SqrtScaler method)
(evorbf.helpers.scaler.YeoJohnsonScaler method)
InverseMultiquadricKernel (class in evorbf.helpers.kernel)
is_in_bound() (in module evorbf.helpers.validator)
is_str_in_list() (in module evorbf.helpers.validator)
K
Kernel (class in evorbf.helpers.kernel)
kf (evorbf.core.rbf_tuner.HyperparameterProblem attribute)
KMeansFinder (class in evorbf.helpers.center_finder)
L
LabelEncoder (class in evorbf.helpers.preprocessor)
LinearKernel (class in evorbf.helpers.kernel)
load_model() (evorbf.core.advanced_rbf.BaseAdvancedRbf method)
(evorbf.core.advanced_rbf.BaseAdvancedRbf static method)
(evorbf.core.base_rbf.BaseRbf static method)
(evorbf.core.rbf_tuner.NiaRbfTuner static method)
Log1pScaler (class in evorbf.helpers.scaler)
LogeScaler (class in evorbf.helpers.scaler)
loss_train (evorbf.core.rbf_tuner.NiaRbfTuner attribute)
M
MeanShiftFinder (class in evorbf.helpers.center_finder)
metric_class (evorbf.core.rbf_tuner.HyperparameterProblem attribute)
(evorbf.core.rbf_tuner.NiaRbfTuner attribute)
minmax (evorbf.core.rbf_tuner.NiaRbfTuner attribute)
mode (evorbf.core.rbf_tuner.NiaRbfTuner attribute)
model (evorbf.core.rbf_tuner.HyperparameterProblem attribute)
model_class (evorbf.core.rbf_tuner.HyperparameterProblem attribute)
module
evorbf.core.advanced_rbf
evorbf.core.base_rbf
evorbf.core.nia_rbf
evorbf.core.rbf_tuner
evorbf.core.standard_rbf
evorbf.helpers.center_finder
evorbf.helpers.kernel
evorbf.helpers.metrics
evorbf.helpers.preprocessor
evorbf.helpers.scaler
evorbf.helpers.validator
MultiquadricKernel (class in evorbf.helpers.kernel)
N
n_centers (evorbf.core.advanced_rbf.AdvancedRbfNet attribute)
n_labels (evorbf.core.advanced_rbf.AdvancedRbfClassifier attribute)
(evorbf.core.standard_rbf.RbfClassifier attribute)
n_workers (evorbf.core.rbf_tuner.NiaRbfTuner attribute)
network (evorbf.core.nia_rbf.NiaRbfRegressor attribute)
network_class (evorbf.core.rbf_tuner.NiaRbfTuner attribute)
NiaRbfClassifier (class in evorbf.core.nia_rbf)
NiaRbfRegressor (class in evorbf.core.nia_rbf)
NiaRbfTuner (class in evorbf.core.rbf_tuner)
O
obj_func() (evorbf.core.rbf_tuner.HyperparameterProblem method)
,
[1]
obj_name (evorbf.core.rbf_tuner.HyperparameterProblem attribute)
obj_weights (evorbf.core.nia_rbf.NiaRbfRegressor attribute)
objective_function() (evorbf.core.base_rbf.BaseNiaRbf method)
(evorbf.core.nia_rbf.NiaRbfClassifier method)
(evorbf.core.nia_rbf.NiaRbfRegressor method)
,
[1]
ObjectiveScaler (class in evorbf.helpers.scaler)
OneHotEncoder (class in evorbf.helpers.scaler)
optim_params (evorbf.core.rbf_tuner.NiaRbfTuner attribute)
optimizer (evorbf.core.rbf_tuner.NiaRbfTuner attribute)
P
predict() (evorbf.core.advanced_rbf.AdvancedRbfNet method)
,
[1]
(evorbf.core.advanced_rbf.BaseAdvancedRbf method)
,
[1]
(evorbf.core.base_rbf.BaseRbf method)
(evorbf.core.base_rbf.CustomRBF method)
(evorbf.core.nia_rbf.NiaRbfRegressor method)
(evorbf.core.rbf_tuner.NiaRbfTuner method)
,
[1]
predict_proba() (evorbf.core.advanced_rbf.BaseAdvancedRbf method)
,
[1]
(evorbf.core.base_rbf.BaseRbf method)
problem_type (evorbf.core.rbf_tuner.NiaRbfTuner attribute)
R
RandomFinder (class in evorbf.helpers.center_finder)
RbfClassifier (class in evorbf.core.standard_rbf)
RbfRegressor (class in evorbf.core.standard_rbf)
reg_lambda (evorbf.core.advanced_rbf.AdvancedRbfNet attribute)
S
save_convergence() (evorbf.core.rbf_tuner.NiaRbfTuner method)
save_loss_train() (evorbf.core.advanced_rbf.BaseAdvancedRbf method)
,
[1]
(evorbf.core.base_rbf.BaseRbf method)
save_metrics() (evorbf.core.advanced_rbf.BaseAdvancedRbf method)
,
[1]
(evorbf.core.base_rbf.BaseRbf method)
save_model() (evorbf.core.advanced_rbf.BaseAdvancedRbf method)
,
[1]
(evorbf.core.base_rbf.BaseRbf method)
(evorbf.core.rbf_tuner.NiaRbfTuner method)
save_performance_metrics() (evorbf.core.rbf_tuner.NiaRbfTuner method)
save_y_predicted() (evorbf.core.advanced_rbf.BaseAdvancedRbf method)
,
[1]
(evorbf.core.base_rbf.BaseRbf method)
(evorbf.core.rbf_tuner.NiaRbfTuner method)
scale() (evorbf.helpers.preprocessor.Data static method)
score() (evorbf.core.advanced_rbf.AdvancedRbfClassifier method)
,
[1]
(evorbf.core.advanced_rbf.AdvancedRbfRegressor method)
,
[1]
(evorbf.core.advanced_rbf.BaseAdvancedRbf method)
,
[1]
(evorbf.core.base_rbf.BaseRbf method)
(evorbf.core.nia_rbf.NiaRbfClassifier method)
(evorbf.core.nia_rbf.NiaRbfRegressor method)
,
[1]
(evorbf.core.standard_rbf.RbfClassifier method)
(evorbf.core.standard_rbf.RbfRegressor method)
scores() (evorbf.core.advanced_rbf.AdvancedRbfClassifier method)
,
[1]
(evorbf.core.advanced_rbf.AdvancedRbfRegressor method)
,
[1]
(evorbf.core.advanced_rbf.BaseAdvancedRbf method)
,
[1]
(evorbf.core.base_rbf.BaseRbf method)
(evorbf.core.nia_rbf.NiaRbfClassifier method)
(evorbf.core.nia_rbf.NiaRbfRegressor method)
,
[1]
(evorbf.core.standard_rbf.RbfClassifier method)
(evorbf.core.standard_rbf.RbfRegressor method)
scoring (evorbf.core.rbf_tuner.NiaRbfTuner attribute)
seed (evorbf.core.advanced_rbf.AdvancedRbfNet attribute)
(evorbf.core.rbf_tuner.HyperparameterProblem attribute)
(evorbf.core.rbf_tuner.NiaRbfTuner attribute)
set_params() (evorbf.helpers.kernel.Kernel method)
set_reg_lambda() (evorbf.core.base_rbf.CustomRBF method)
set_train_test() (evorbf.helpers.preprocessor.Data method)
set_weights() (evorbf.core.base_rbf.CustomRBF method)
sigmas (evorbf.core.advanced_rbf.AdvancedRbfNet attribute)
SinhArcSinhScaler (class in evorbf.helpers.scaler)
split_train_test() (evorbf.helpers.preprocessor.Data method)
SqrtScaler (class in evorbf.helpers.scaler)
SUPPORT (evorbf.helpers.preprocessor.Data attribute)
SUPPORT_CENTER_FINDERS (evorbf.core.advanced_rbf.AdvancedRbfNet attribute)
,
[1]
SUPPORT_KERNELS (evorbf.core.advanced_rbf.AdvancedRbfNet attribute)
,
[1]
SUPPORTED_CLS_METRICS (evorbf.core.advanced_rbf.BaseAdvancedRbf attribute)
,
[1]
(evorbf.core.base_rbf.BaseRbf attribute)
(evorbf.core.rbf_tuner.NiaRbfTuner attribute)
,
[1]
SUPPORTED_CLS_OBJECTIVES (evorbf.core.base_rbf.BaseNiaRbf attribute)
SUPPORTED_OPTIMIZERS (evorbf.core.base_rbf.BaseNiaRbf attribute)
SUPPORTED_REG_METRICS (evorbf.core.advanced_rbf.BaseAdvancedRbf attribute)
,
[1]
(evorbf.core.base_rbf.BaseRbf attribute)
(evorbf.core.rbf_tuner.NiaRbfTuner attribute)
,
[1]
SUPPORTED_REG_OBJECTIVES (evorbf.core.base_rbf.BaseNiaRbf attribute)
SUPPORTED_SCALERS (evorbf.helpers.scaler.DataTransformer attribute)
T
termination (evorbf.core.rbf_tuner.NiaRbfTuner attribute)
TimeSeriesDifferencer (class in evorbf.helpers.preprocessor)
transform() (evorbf.helpers.preprocessor.LabelEncoder method)
(evorbf.helpers.scaler.BoxCoxScaler method)
(evorbf.helpers.scaler.DataTransformer method)
(evorbf.helpers.scaler.Log1pScaler method)
(evorbf.helpers.scaler.LogeScaler method)
(evorbf.helpers.scaler.ObjectiveScaler method)
(evorbf.helpers.scaler.OneHotEncoder method)
(evorbf.helpers.scaler.SinhArcSinhScaler method)
(evorbf.helpers.scaler.SqrtScaler method)
(evorbf.helpers.scaler.YeoJohnsonScaler method)
transform_X() (evorbf.core.base_rbf.CustomRBF method)
U
update_weights_from_solution() (evorbf.core.base_rbf.CustomRBF method)
V
verbose (evorbf.core.rbf_tuner.NiaRbfTuner attribute)
W
weights (evorbf.core.advanced_rbf.AdvancedRbfNet attribute)
X
X (evorbf.core.rbf_tuner.HyperparameterProblem attribute)
X_temp (evorbf.core.nia_rbf.NiaRbfRegressor attribute)
Y
y (evorbf.core.rbf_tuner.HyperparameterProblem attribute)
y_temp (evorbf.core.nia_rbf.NiaRbfRegressor attribute)
YeoJohnsonScaler (class in evorbf.helpers.scaler)