Index

A

accuracy() (in module pyridge.util.metric) adaboost_weight() (pyridge.neural.AdaBoostELM method) (pyridge.neural.AdaBoostNCELM method)

AdaBoostELM (class in pyridge.neural) AdaBoostNCELM (class in pyridge.neural)

B

backpropagation() (pyridge.neural.nn.NeuralNetwork method)

BaggingELM (class in pyridge.neural) BoostingRidgeELM (class in pyridge.neural)

C

check_algorithm() (in module pyridge.experiment.check)

check_fold() (in module pyridge.experiment.check) cross_validation() (in module pyridge.util.cross)

D

DiverseELM (class in pyridge.neural)

diversity() (in module pyridge.util.metric)

E

ELM (class in pyridge.neural)

error_function() (pyridge.neural.AdaBoostELM method)

F

fit() (pyridge.kernel.KernelELM method) (pyridge.negcor.nc_elm.NegativeCorrelationELM method) (pyridge.negcor.nc_nn.NegativeCorrelationNN method) (pyridge.neural.AdaBoostELM method) (pyridge.neural.BaggingELM method) (pyridge.neural.BoostingRidgeELM method) (pyridge.neural.ELM method) (pyridge.neural.nn.NeuralNetwork method)

fit_step() (pyridge.neural.AdaBoostELM method) (pyridge.neural.BaggingELM method) (pyridge.neural.BoostingRidgeELM method) (pyridge.neural.DiverseELM method) (pyridge.neural.RegularizedEnsembleELM method)

G

get_batches() (pyridge.neural.nn.NeuralNetwork method) get_dE_dW() (pyridge.neural.nn.NeuralNetwork method) get_grads() (pyridge.neural.nn.NeuralNetwork method) get_h_matrix() (pyridge.generic.NeuralMethod method) get_indicator() (pyridge.generic.predictor.Predictor method) (pyridge.kernel.KernelELM method) (pyridge.negcor.nc_nn.NegativeCorrelationNN method) (pyridge.neural.AdaBoostELM method) (pyridge.neural.BaggingELM method) (pyridge.neural.BoostingRidgeELM method) (pyridge.neural.ELM method) (pyridge.neural.nn.NeuralNetwork method)

get_input_layer() (pyridge.neural.nn.NeuralNetwork method) get_inv_left() (pyridge.negcor.nc_elm.NegativeCorrelationELM method) get_layers() (pyridge.neural.nn.NeuralNetwork method)

I

initial() (pyridge.neural.nn.NeuralNetwork method) instance_param_() (pyridge.generic.predictor.Predictor method)

instance_weight() (pyridge.neural.ELM method) irprop() (pyridge.neural.nn.NeuralNetwork method)

K

KernelELM (class in pyridge.kernel)

KernelMethod (class in pyridge.generic)

L

linear_kernel() (in module pyridge.util.activation)

N

NegativeCorrelationELM (class in pyridge.negcor.nc_elm) NegativeCorrelationNN (class in pyridge.negcor.nc_nn)

NeuralMethod (class in pyridge.generic) NeuralNetwork (class in pyridge.neural.nn)

P

positiveness (pyridge.neural.AdaBoostELM attribute) predict_classifier() (pyridge.generic.predictor.Predictor method) (pyridge.neural.AdaBoostELM method)

predict_proba() (pyridge.generic.predictor.Predictor method) predict_regressor() (pyridge.generic.predictor.Predictor method) Predictor (class in pyridge.generic.predictor) prepare_data() (in module pyridge.util.preprocess)

R

rbf_kernel() (in module pyridge.util.activation)

RegularizedEnsembleELM (class in pyridge.neural) rmse() (in module pyridge.util.metric)

S

sgd() (pyridge.neural.nn.NeuralNetwork method)

sigmoid() (in module pyridge.util.activation) sigmoid_der() (in module pyridge.util.activation)

T

target_classification() (pyridge.generic.predictor.Predictor method)

target_regression() (pyridge.generic.predictor.Predictor method) train_predictor() (in module pyridge.util.cross)

U

u_dot_norm() (in module pyridge.util.activation)

update() (pyridge.neural.nn.NeuralNetwork method)