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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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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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U
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Y
B
BaseCfnTorch (class in deforce.model.base_cfn_torch)
BaseDfoCfn (class in deforce.model.base_cfn_numpy)
BoxCoxScaler (class in deforce.toolkit.scalers)
C
celu() (in module deforce.toolkit.activators)
CfnClassifier (class in deforce.model.gd_cfn)
CfnNumpy (class in deforce.model.base_cfn_numpy)
CfnRegressor (class in deforce.model.gd_cfn)
CfnTorch (class in deforce.model.base_cfn_torch)
check_bool() (in module deforce.toolkit.validators)
check_float() (in module deforce.toolkit.validators)
check_int() (in module deforce.toolkit.validators)
check_str() (in module deforce.toolkit.validators)
check_tuple_float() (in module deforce.toolkit.validators)
check_tuple_int() (in module deforce.toolkit.validators)
check_y() (deforce.toolkit.preprocessor.Data static method)
(deforce.toolkit.preprocessor.LabelEncoder static method)
CLS_OBJ_BINARY_1 (deforce.model.gd_cfn.CfnClassifier attribute)
CLS_OBJ_BINARY_2 (deforce.model.gd_cfn.CfnClassifier attribute)
CLS_OBJ_LOSSES (deforce.model.base_cfn_numpy.BaseDfoCfn attribute)
(deforce.model.base_cfn_torch.BaseCfnTorch attribute)
(deforce.model.dfo_cfn.DfoCfnClassifier attribute)
(deforce.model.gd_cfn.CfnClassifier attribute)
CLS_OBJ_MULTI (deforce.model.gd_cfn.CfnClassifier attribute)
create_network() (deforce.model.base_cfn_numpy.BaseDfoCfn method)
(deforce.model.base_cfn_torch.BaseCfnTorch method)
(deforce.model.dfo_cfn.DfoCfnClassifier method)
(deforce.model.dfo_cfn.DfoCfnRegressor method)
(deforce.model.gd_cfn.CfnClassifier method)
(deforce.model.gd_cfn.CfnRegressor method)
create_threshold_binary_features() (deforce.toolkit.preprocessor.FeatureEngineering method)
D
Data (class in deforce.toolkit.preprocessor)
DataTransformer (class in deforce.toolkit.scalers)
deforce.model.base_cfn_numpy
module
deforce.model.base_cfn_torch
module
deforce.model.dfo_cfn
module
deforce.model.dfo_tune_cfn
module
deforce.model.gd_cfn
module
deforce.toolkit.activators
module
deforce.toolkit.metrics
module
deforce.toolkit.preprocessor
module
deforce.toolkit.scalers
module
deforce.toolkit.validators
module
DfoCfnClassifier (class in deforce.model.dfo_cfn)
DfoCfnRegressor (class in deforce.model.dfo_cfn)
DfoTuneCfn (class in deforce.model.dfo_tune_cfn)
difference() (deforce.toolkit.preprocessor.TimeSeriesDifferencer method)
E
elu() (in module deforce.toolkit.activators)
encode_label() (deforce.toolkit.preprocessor.Data static method)
evaluate() (deforce.model.base_cfn_numpy.BaseDfoCfn method)
(deforce.model.base_cfn_torch.BaseCfnTorch method)
(deforce.model.dfo_cfn.DfoCfnClassifier method)
(deforce.model.dfo_cfn.DfoCfnRegressor method)
(deforce.model.gd_cfn.CfnClassifier method)
(deforce.model.gd_cfn.CfnRegressor method)
F
FeatureEngineering (class in deforce.toolkit.preprocessor)
fit() (deforce.model.base_cfn_numpy.BaseDfoCfn method)
(deforce.model.base_cfn_numpy.CfnNumpy method)
(deforce.model.base_cfn_torch.BaseCfnTorch method)
(deforce.model.dfo_tune_cfn.DfoTuneCfn method)
(deforce.model.gd_cfn.CfnClassifier method)
(deforce.model.gd_cfn.CfnRegressor method)
(deforce.toolkit.preprocessor.LabelEncoder method)
(deforce.toolkit.scalers.BoxCoxScaler method)
(deforce.toolkit.scalers.DataTransformer method)
(deforce.toolkit.scalers.Log1pScaler method)
(deforce.toolkit.scalers.LogeScaler method)
(deforce.toolkit.scalers.SinhArcSinhScaler method)
(deforce.toolkit.scalers.SqrtScaler method)
(deforce.toolkit.scalers.YeoJohnsonScaler method)
fit_transform() (deforce.toolkit.preprocessor.LabelEncoder method)
forward() (deforce.model.base_cfn_numpy.CfnNumpy method)
(deforce.model.base_cfn_torch.CfnTorch method)
G
gelu() (in module deforce.toolkit.activators)
get_all_classification_metrics() (in module deforce.toolkit.metrics)
get_all_regression_metrics() (in module deforce.toolkit.metrics)
get_metrics() (in module deforce.toolkit.metrics)
get_weights() (deforce.model.base_cfn_numpy.CfnNumpy method)
get_weights_size() (deforce.model.base_cfn_numpy.CfnNumpy method)
H
hard_shrink() (in module deforce.toolkit.activators)
hard_sigmoid() (in module deforce.toolkit.activators)
hard_swish() (in module deforce.toolkit.activators)
hard_tanh() (in module deforce.toolkit.activators)
HyperparameterProblem (class in deforce.model.dfo_tune_cfn)
I
inverse_difference() (deforce.toolkit.preprocessor.TimeSeriesDifferencer method)
inverse_transform() (deforce.toolkit.preprocessor.LabelEncoder method)
(deforce.toolkit.scalers.BoxCoxScaler method)
(deforce.toolkit.scalers.DataTransformer method)
(deforce.toolkit.scalers.Log1pScaler method)
(deforce.toolkit.scalers.LogeScaler method)
(deforce.toolkit.scalers.ObjectiveScaler method)
(deforce.toolkit.scalers.SinhArcSinhScaler method)
(deforce.toolkit.scalers.SqrtScaler method)
(deforce.toolkit.scalers.YeoJohnsonScaler method)
is_in_bound() (in module deforce.toolkit.validators)
is_str_in_list() (in module deforce.toolkit.validators)
L
LabelEncoder (class in deforce.toolkit.preprocessor)
leaky_relu() (in module deforce.toolkit.activators)
load_model() (deforce.model.base_cfn_numpy.BaseDfoCfn static method)
(deforce.model.base_cfn_torch.BaseCfnTorch static method)
(deforce.model.dfo_tune_cfn.DfoTuneCfn static method)
Log1pScaler (class in deforce.toolkit.scalers)
log_sigmoid() (in module deforce.toolkit.activators)
log_softmax() (in module deforce.toolkit.activators)
LogeScaler (class in deforce.toolkit.scalers)
M
mish() (in module deforce.toolkit.activators)
module
deforce.model.base_cfn_numpy
deforce.model.base_cfn_torch
deforce.model.dfo_cfn
deforce.model.dfo_tune_cfn
deforce.model.gd_cfn
deforce.toolkit.activators
deforce.toolkit.metrics
deforce.toolkit.preprocessor
deforce.toolkit.scalers
deforce.toolkit.validators
N
none() (in module deforce.toolkit.activators)
O
obj_func() (deforce.model.dfo_tune_cfn.HyperparameterProblem method)
objective_function() (deforce.model.base_cfn_numpy.BaseDfoCfn method)
(deforce.model.dfo_cfn.DfoCfnClassifier method)
(deforce.model.dfo_cfn.DfoCfnRegressor method)
ObjectiveScaler (class in deforce.toolkit.scalers)
P
predict() (deforce.model.base_cfn_numpy.BaseDfoCfn method)
(deforce.model.base_cfn_numpy.CfnNumpy method)
(deforce.model.base_cfn_torch.BaseCfnTorch method)
(deforce.model.dfo_tune_cfn.DfoTuneCfn method)
prelu() (in module deforce.toolkit.activators)
R
relu() (in module deforce.toolkit.activators)
rrelu() (in module deforce.toolkit.activators)
S
save_convergence() (deforce.model.dfo_tune_cfn.DfoTuneCfn method)
save_evaluation_metrics() (deforce.model.base_cfn_numpy.BaseDfoCfn method)
(deforce.model.base_cfn_torch.BaseCfnTorch method)
save_model() (deforce.model.base_cfn_numpy.BaseDfoCfn method)
(deforce.model.base_cfn_torch.BaseCfnTorch method)
(deforce.model.dfo_tune_cfn.DfoTuneCfn method)
save_performance_metrics() (deforce.model.dfo_tune_cfn.DfoTuneCfn method)
save_training_loss() (deforce.model.base_cfn_numpy.BaseDfoCfn method)
(deforce.model.base_cfn_torch.BaseCfnTorch method)
save_y_predicted() (deforce.model.base_cfn_numpy.BaseDfoCfn method)
(deforce.model.base_cfn_torch.BaseCfnTorch method)
(deforce.model.dfo_tune_cfn.DfoTuneCfn method)
scale() (deforce.toolkit.preprocessor.Data static method)
score() (deforce.model.base_cfn_numpy.BaseDfoCfn method)
(deforce.model.base_cfn_torch.BaseCfnTorch method)
(deforce.model.dfo_cfn.DfoCfnClassifier method)
(deforce.model.dfo_cfn.DfoCfnRegressor method)
(deforce.model.gd_cfn.CfnClassifier method)
(deforce.model.gd_cfn.CfnRegressor method)
scores() (deforce.model.base_cfn_numpy.BaseDfoCfn method)
(deforce.model.base_cfn_torch.BaseCfnTorch method)
(deforce.model.dfo_cfn.DfoCfnClassifier method)
(deforce.model.dfo_cfn.DfoCfnRegressor method)
(deforce.model.gd_cfn.CfnClassifier method)
(deforce.model.gd_cfn.CfnRegressor method)
selu() (in module deforce.toolkit.activators)
set_fit_request() (deforce.model.base_cfn_numpy.BaseDfoCfn method)
(deforce.model.dfo_cfn.DfoCfnClassifier method)
(deforce.model.dfo_cfn.DfoCfnRegressor method)
set_predict_request() (deforce.model.base_cfn_numpy.BaseDfoCfn method)
(deforce.model.base_cfn_torch.BaseCfnTorch method)
(deforce.model.dfo_cfn.DfoCfnClassifier method)
(deforce.model.dfo_cfn.DfoCfnRegressor method)
(deforce.model.gd_cfn.CfnClassifier method)
(deforce.model.gd_cfn.CfnRegressor method)
set_score_request() (deforce.model.base_cfn_numpy.BaseDfoCfn method)
(deforce.model.base_cfn_torch.BaseCfnTorch method)
(deforce.model.dfo_cfn.DfoCfnClassifier method)
(deforce.model.dfo_cfn.DfoCfnRegressor method)
(deforce.model.gd_cfn.CfnClassifier method)
(deforce.model.gd_cfn.CfnRegressor method)
set_train_test() (deforce.toolkit.preprocessor.Data method)
set_weights() (deforce.model.base_cfn_numpy.CfnNumpy method)
sigmoid() (in module deforce.toolkit.activators)
silu() (in module deforce.toolkit.activators)
SinhArcSinhScaler (class in deforce.toolkit.scalers)
soft_plus() (in module deforce.toolkit.activators)
soft_shrink() (in module deforce.toolkit.activators)
soft_sign() (in module deforce.toolkit.activators)
softmax() (in module deforce.toolkit.activators)
softmin() (in module deforce.toolkit.activators)
split_train_test() (deforce.toolkit.preprocessor.Data method)
SqrtScaler (class in deforce.toolkit.scalers)
SUPPORT (deforce.toolkit.preprocessor.Data attribute)
SUPPORTED_ACTIVATIONS (deforce.model.base_cfn_numpy.BaseDfoCfn attribute)
(deforce.model.base_cfn_torch.CfnTorch attribute)
SUPPORTED_CLS_METRICS (deforce.model.base_cfn_numpy.BaseDfoCfn attribute)
(deforce.model.base_cfn_torch.BaseCfnTorch attribute)
(deforce.model.dfo_tune_cfn.DfoTuneCfn attribute)
SUPPORTED_CLS_OBJECTIVES (deforce.model.base_cfn_numpy.BaseDfoCfn attribute)
SUPPORTED_LOSSES (deforce.model.base_cfn_torch.BaseCfnTorch attribute)
(deforce.model.gd_cfn.CfnClassifier attribute)
(deforce.model.gd_cfn.CfnRegressor attribute)
SUPPORTED_OPTIMIZERS (deforce.model.base_cfn_numpy.BaseDfoCfn attribute)
(deforce.model.base_cfn_torch.BaseCfnTorch attribute)
SUPPORTED_REG_METRICS (deforce.model.base_cfn_numpy.BaseDfoCfn attribute)
(deforce.model.base_cfn_torch.BaseCfnTorch attribute)
(deforce.model.dfo_tune_cfn.DfoTuneCfn attribute)
SUPPORTED_REG_OBJECTIVES (deforce.model.base_cfn_numpy.BaseDfoCfn attribute)
SUPPORTED_SCALERS (deforce.toolkit.scalers.DataTransformer attribute)
swish() (in module deforce.toolkit.activators)
T
tanh() (in module deforce.toolkit.activators)
tanh_shrink() (in module deforce.toolkit.activators)
TimeSeriesDifferencer (class in deforce.toolkit.preprocessor)
training (deforce.model.base_cfn_torch.CfnTorch attribute)
transform() (deforce.toolkit.preprocessor.LabelEncoder method)
(deforce.toolkit.scalers.BoxCoxScaler method)
(deforce.toolkit.scalers.DataTransformer method)
(deforce.toolkit.scalers.Log1pScaler method)
(deforce.toolkit.scalers.LogeScaler method)
(deforce.toolkit.scalers.ObjectiveScaler method)
(deforce.toolkit.scalers.SinhArcSinhScaler method)
(deforce.toolkit.scalers.SqrtScaler method)
(deforce.toolkit.scalers.YeoJohnsonScaler method)
U
update_weights_from_solution() (deforce.model.base_cfn_numpy.CfnNumpy method)
Y
YeoJohnsonScaler (class in deforce.toolkit.scalers)