Index

B

BatchIntrinsicPlasticity (class in pyrcn.base.blocks)

bias_weights (pyrcn.base.blocks.InputToNode property)

C

chunk_size (pyrcn.extreme_learning_machine.ELMRegressor property)

coef_ (pyrcn.linear_model.IncrementalRegression attribute) (pyrcn.linear_model.IncrementalRegression property)

D

decision_strategy (pyrcn.echo_state_network.ESNRegressor property)

E

ELMClassifier (class in pyrcn.extreme_learning_machine) ELMRegressor (class in pyrcn.extreme_learning_machine)

ESNClassifier (class in pyrcn.echo_state_network) ESNRegressor (class in pyrcn.echo_state_network)

F

fit() (pyrcn.base.blocks.BatchIntrinsicPlasticity method) (pyrcn.base.blocks.HebbianNodeToNode method) (pyrcn.base.blocks.InputToNode method) (pyrcn.base.blocks.NodeToNode method) (pyrcn.base.blocks.PredefinedWeightsInputToNode method) (pyrcn.base.blocks.PredefinedWeightsNodeToNode method) (pyrcn.echo_state_network.ESNClassifier method) (pyrcn.echo_state_network.ESNRegressor method) (pyrcn.extreme_learning_machine.ELMClassifier method) (pyrcn.extreme_learning_machine.ELMRegressor method) (pyrcn.linear_model.IncrementalRegression method)

G

get_params() (pyrcn.echo_state_network.ESNRegressor method) (pyrcn.extreme_learning_machine.ELMRegressor method)

H

HebbianNodeToNode (class in pyrcn.base.blocks)

hidden_layer_state() (pyrcn.echo_state_network.ESNRegressor method) (pyrcn.extreme_learning_machine.ELMRegressor method)

I

IN_DISTRIBUTION_PARAMS (pyrcn.base.blocks.BatchIntrinsicPlasticity attribute) IncrementalRegression (class in pyrcn.linear_model) input_to_node (pyrcn.echo_state_network.ESNRegressor property) (pyrcn.extreme_learning_machine.ELMRegressor property)

input_weights (pyrcn.base.blocks.InputToNode property) InputToNode (class in pyrcn.base.blocks) intercept_ (pyrcn.linear_model.IncrementalRegression attribute) (pyrcn.linear_model.IncrementalRegression property)

L

load_digits() (in module pyrcn.datasets)

lorenz() (in module pyrcn.datasets)

M

mackey_glass() (in module pyrcn.datasets) module pyrcn.base pyrcn.datasets pyrcn.echo_state_network pyrcn.extreme_learning_machine pyrcn.linear_model

N

node_to_node (pyrcn.echo_state_network.ESNRegressor property)

NodeToNode (class in pyrcn.base.blocks)

O

OUT_DISTRIBUTION (pyrcn.base.blocks.BatchIntrinsicPlasticity attribute)

P

partial_fit() (pyrcn.echo_state_network.ESNClassifier method) (pyrcn.echo_state_network.ESNRegressor method) (pyrcn.extreme_learning_machine.ELMClassifier method) (pyrcn.extreme_learning_machine.ELMRegressor method) (pyrcn.linear_model.IncrementalRegression method) PredefinedWeightsInputToNode (class in pyrcn.base.blocks) PredefinedWeightsNodeToNode (class in pyrcn.base.blocks) predict() (pyrcn.echo_state_network.ESNClassifier method) (pyrcn.echo_state_network.ESNRegressor method) (pyrcn.extreme_learning_machine.ELMClassifier method) (pyrcn.extreme_learning_machine.ELMRegressor method) (pyrcn.linear_model.IncrementalRegression method) predict_log_proba() (pyrcn.echo_state_network.ESNClassifier method) (pyrcn.extreme_learning_machine.ELMClassifier method)

predict_proba() (pyrcn.echo_state_network.ESNClassifier method) (pyrcn.extreme_learning_machine.ELMClassifier method) pyrcn.base module pyrcn.datasets module pyrcn.echo_state_network module pyrcn.extreme_learning_machine module pyrcn.linear_model module

R

recurrent_weights (pyrcn.base.blocks.NodeToNode property) regressor (pyrcn.echo_state_network.ESNRegressor property) (pyrcn.extreme_learning_machine.ELMRegressor property)

requires_sequence (pyrcn.echo_state_network.ESNRegressor property)

S

sequence_to_value (pyrcn.echo_state_network.ESNRegressor property) set_fit_request() (pyrcn.echo_state_network.ESNClassifier method) (pyrcn.echo_state_network.ESNRegressor method) (pyrcn.extreme_learning_machine.ELMClassifier method) (pyrcn.extreme_learning_machine.ELMRegressor method) set_params() (pyrcn.echo_state_network.ESNRegressor method) (pyrcn.extreme_learning_machine.ELMRegressor method) set_partial_fit_request() (pyrcn.echo_state_network.ESNClassifier method) (pyrcn.echo_state_network.ESNRegressor method) (pyrcn.extreme_learning_machine.ELMClassifier method) (pyrcn.extreme_learning_machine.ELMRegressor method) (pyrcn.linear_model.IncrementalRegression method)

set_score_request() (pyrcn.echo_state_network.ESNClassifier method) (pyrcn.echo_state_network.ESNRegressor method) (pyrcn.extreme_learning_machine.ELMClassifier method) (pyrcn.extreme_learning_machine.ELMRegressor method) (pyrcn.linear_model.IncrementalRegression method)

T

transform() (pyrcn.base.blocks.BatchIntrinsicPlasticity method) (pyrcn.base.blocks.InputToNode method) (pyrcn.base.blocks.NodeToNode method)