Index A | B | C | D | E | F | G | H | I | J | K | L | M | N | O | P | R | S | T | U | W | Z A a (reservoirpy.nodes.IPReservoir attribute) activation (reservoirpy.nodes.ES2N attribute) (reservoirpy.nodes.IPReservoir attribute) (reservoirpy.nodes.LocalPlasticityReservoir attribute) (reservoirpy.nodes.Reservoir attribute) alpha (reservoirpy.nodes.RLS attribute) B b (reservoirpy.nodes.IPReservoir attribute) bcm_theta (reservoirpy.nodes.LocalPlasticityReservoir attribute) bernoulli (in module reservoirpy.mat_gen) bias (reservoirpy.nodes.ES2N attribute) (reservoirpy.nodes.IPReservoir attribute) (reservoirpy.nodes.LMS attribute) (reservoirpy.nodes.LocalPlasticityReservoir attribute) (reservoirpy.nodes.Reservoir attribute) (reservoirpy.nodes.Ridge attribute) (reservoirpy.nodes.RLS attribute) C children (reservoirpy.ESN attribute) (reservoirpy.model.Model attribute) cluster (in module reservoirpy.mat_gen) D delay (reservoirpy.nodes.NVAR attribute) doublescroll() (in module reservoirpy.datasets) dtype (reservoirpy.nodes.ES2N attribute) (reservoirpy.nodes.LocalPlasticityReservoir attribute) (reservoirpy.nodes.Reservoir attribute) E edges (reservoirpy.ESN attribute) (reservoirpy.model.Model attribute) effective_spectral_radius() (in module reservoirpy.observables) epochs (reservoirpy.nodes.IPReservoir attribute) (reservoirpy.nodes.LocalPlasticityReservoir attribute) ES2N (class in reservoirpy.nodes) ESN (class in reservoirpy) eta (reservoirpy.nodes.LocalPlasticityReservoir attribute) execution_order (reservoirpy.ESN attribute) (reservoirpy.model.Model attribute) exp_gradients() (reservoirpy.nodes.IPReservoir method) F fast_spectral_initialization (in module reservoirpy.mat_gen) feedback (reservoirpy.ESN attribute) feedback_buffers (reservoirpy.ESN attribute) (reservoirpy.model.Model attribute) fit() (reservoirpy.ESN method) (reservoirpy.model.Model method) (reservoirpy.node.OnlineNode method) (reservoirpy.node.ParallelNode method) (reservoirpy.node.TrainableNode method) (reservoirpy.nodes.IPReservoir method) (reservoirpy.nodes.LMS method) (reservoirpy.nodes.LocalPlasticityReservoir method) (reservoirpy.nodes.Ridge method) (reservoirpy.nodes.RLS method) (reservoirpy.nodes.ScikitLearnNode method) fit_bias (reservoirpy.nodes.LMS attribute) (reservoirpy.nodes.Ridge attribute) (reservoirpy.nodes.RLS attribute) forgetting (reservoirpy.nodes.RLS attribute) from_aeon_classification() (in module reservoirpy.datasets) G gaussian_gradients() (reservoirpy.nodes.IPReservoir method) get_function() (in module reservoirpy.activationsfunc) get_seed() (in module reservoirpy.datasets) H henon_map() (in module reservoirpy.datasets) I Identity (class in reservoirpy.nodes) identity() (in module reservoirpy.activationsfunc) initialize() (reservoirpy.ESN method) (reservoirpy.model.Model method) (reservoirpy.node.Node method) (reservoirpy.node.OnlineNode method) (reservoirpy.node.ParallelNode method) (reservoirpy.node.TrainableNode method) (reservoirpy.nodes.ES2N method) (reservoirpy.nodes.Identity method) (reservoirpy.nodes.Input method) (reservoirpy.nodes.IPReservoir method) (reservoirpy.nodes.LMS method) (reservoirpy.nodes.LocalPlasticityReservoir method) (reservoirpy.nodes.NVAR method) (reservoirpy.nodes.Output method) (reservoirpy.nodes.ReLU method) (reservoirpy.nodes.Reservoir method) (reservoirpy.nodes.Ridge method) (reservoirpy.nodes.RLS method) (reservoirpy.nodes.ScikitLearnNode method) (reservoirpy.nodes.Sigmoid method) (reservoirpy.nodes.Softmax method) (reservoirpy.nodes.Softplus method) (reservoirpy.nodes.Tanh method) initialized (reservoirpy.ESN attribute) (reservoirpy.model.Model attribute) (reservoirpy.node.Node attribute) (reservoirpy.node.OnlineNode attribute) (reservoirpy.node.ParallelNode attribute) (reservoirpy.node.TrainableNode attribute) (reservoirpy.nodes.ES2N attribute) (reservoirpy.nodes.Identity attribute) (reservoirpy.nodes.Input attribute) (reservoirpy.nodes.IPReservoir attribute) (reservoirpy.nodes.LMS attribute) (reservoirpy.nodes.LocalPlasticityReservoir attribute) (reservoirpy.nodes.NVAR attribute) (reservoirpy.nodes.Output attribute) (reservoirpy.nodes.ReLU attribute) (reservoirpy.nodes.Reservoir attribute) (reservoirpy.nodes.Ridge attribute) (reservoirpy.nodes.RLS attribute) (reservoirpy.nodes.ScikitLearnNode attribute) (reservoirpy.nodes.Sigmoid attribute) (reservoirpy.nodes.Softmax attribute) (reservoirpy.nodes.Softplus attribute) (reservoirpy.nodes.Tanh attribute) Initializer (class in reservoirpy.mat_gen) Input (class in reservoirpy.nodes) input_connectivity (reservoirpy.nodes.ES2N attribute) (reservoirpy.nodes.IPReservoir attribute) (reservoirpy.nodes.LocalPlasticityReservoir attribute) (reservoirpy.nodes.Reservoir attribute) input_dim (reservoirpy.node.Node attribute) (reservoirpy.node.OnlineNode attribute) (reservoirpy.node.ParallelNode attribute) (reservoirpy.node.TrainableNode attribute) (reservoirpy.nodes.ES2N attribute) (reservoirpy.nodes.Identity attribute) (reservoirpy.nodes.Input attribute) (reservoirpy.nodes.IPReservoir attribute) (reservoirpy.nodes.LMS attribute) (reservoirpy.nodes.LocalPlasticityReservoir attribute) (reservoirpy.nodes.NVAR attribute) (reservoirpy.nodes.Output attribute) (reservoirpy.nodes.ReLU attribute) (reservoirpy.nodes.Reservoir attribute) (reservoirpy.nodes.Ridge attribute) (reservoirpy.nodes.RLS attribute) (reservoirpy.nodes.ScikitLearnNode attribute) (reservoirpy.nodes.Sigmoid attribute) (reservoirpy.nodes.Softmax attribute) (reservoirpy.nodes.Softplus attribute) (reservoirpy.nodes.Tanh attribute) input_node (reservoirpy.ESN attribute) input_scaling (reservoirpy.nodes.ES2N attribute) (reservoirpy.nodes.IPReservoir attribute) (reservoirpy.nodes.LocalPlasticityReservoir attribute) (reservoirpy.nodes.Reservoir attribute) input_to_readout (reservoirpy.ESN attribute) inputs (reservoirpy.ESN attribute) (reservoirpy.model.Model attribute) instances (reservoirpy.nodes.ScikitLearnNode attribute) IPReservoir (class in reservoirpy.nodes) is_multi_input (reservoirpy.ESN attribute) (reservoirpy.model.Model attribute) is_multi_output (reservoirpy.ESN attribute) (reservoirpy.model.Model attribute) is_online (reservoirpy.ESN attribute) (reservoirpy.model.Model attribute) is_parallel (reservoirpy.ESN attribute) (reservoirpy.model.Model attribute) is_trainable (reservoirpy.ESN attribute) (reservoirpy.model.Model attribute) J japanese_vowels() (in module reservoirpy.datasets) K kuramoto_sivashinsky() (in module reservoirpy.datasets) L learning_rate (reservoirpy.nodes.IPReservoir attribute) (reservoirpy.nodes.LMS attribute) line (in module reservoirpy.mat_gen) link (class in reservoirpy.ops) link_feedback (class in reservoirpy.ops) LMS (class in reservoirpy.nodes) LocalPlasticityReservoir (class in reservoirpy.nodes) logistic_map() (in module reservoirpy.datasets) lorenz() (in module reservoirpy.datasets) lorenz96() (in module reservoirpy.datasets) lr (reservoirpy.nodes.IPReservoir attribute) (reservoirpy.nodes.LocalPlasticityReservoir attribute) (reservoirpy.nodes.Reservoir attribute) M mackey_glass() (in module reservoirpy.datasets) memory_capacity() (in module reservoirpy.observables) merge (class in reservoirpy.ops) Model (class in reservoirpy.model) model (reservoirpy.nodes.ScikitLearnNode attribute) model_kwargs (reservoirpy.nodes.ScikitLearnNode attribute) module reservoirpy reservoirpy.activationsfunc reservoirpy.datasets reservoirpy.hyper reservoirpy.mat_gen reservoirpy.model reservoirpy.node reservoirpy.nodes reservoirpy.observables reservoirpy.ops mse() (in module reservoirpy.observables) mso() (in module reservoirpy.datasets) mso2() (in module reservoirpy.datasets) mso8() (in module reservoirpy.datasets) mu (reservoirpy.nodes.IPReservoir attribute) multiscroll() (in module reservoirpy.datasets) N name (reservoirpy.node.Node attribute) (reservoirpy.node.OnlineNode attribute) (reservoirpy.node.ParallelNode attribute) (reservoirpy.node.TrainableNode attribute) (reservoirpy.nodes.ES2N attribute) (reservoirpy.nodes.Identity attribute) (reservoirpy.nodes.Input attribute) (reservoirpy.nodes.IPReservoir attribute) (reservoirpy.nodes.LMS attribute) (reservoirpy.nodes.LocalPlasticityReservoir attribute) (reservoirpy.nodes.NVAR attribute) (reservoirpy.nodes.Output attribute) (reservoirpy.nodes.ReLU attribute) (reservoirpy.nodes.Reservoir attribute) (reservoirpy.nodes.Ridge attribute) (reservoirpy.nodes.RLS attribute) (reservoirpy.nodes.ScikitLearnNode attribute) (reservoirpy.nodes.Sigmoid attribute) (reservoirpy.nodes.Softmax attribute) (reservoirpy.nodes.Softplus attribute) (reservoirpy.nodes.Tanh attribute) named_nodes (reservoirpy.ESN attribute) (reservoirpy.model.Model attribute) narma() (in module reservoirpy.datasets) Node (class in reservoirpy.node) nodes (reservoirpy.ESN attribute) (reservoirpy.model.Model attribute) normal (in module reservoirpy.mat_gen) nrmse() (in module reservoirpy.observables) NVAR (class in reservoirpy.nodes) O O (reservoirpy.nodes.ES2N attribute) one_hot_encode() (in module reservoirpy.datasets) ones (in module reservoirpy.mat_gen) OnlineNode (class in reservoirpy.node) order (reservoirpy.nodes.NVAR attribute) orthogonal (in module reservoirpy.mat_gen) Output (class in reservoirpy.nodes) output_dim (reservoirpy.node.Node attribute) (reservoirpy.node.OnlineNode attribute) (reservoirpy.node.ParallelNode attribute) (reservoirpy.node.TrainableNode attribute) (reservoirpy.nodes.ES2N attribute) (reservoirpy.nodes.Identity attribute) (reservoirpy.nodes.Input attribute) (reservoirpy.nodes.IPReservoir attribute) (reservoirpy.nodes.LMS attribute) (reservoirpy.nodes.LocalPlasticityReservoir attribute) (reservoirpy.nodes.NVAR attribute) (reservoirpy.nodes.Output attribute) (reservoirpy.nodes.ReLU attribute) (reservoirpy.nodes.Reservoir attribute) (reservoirpy.nodes.Ridge attribute) (reservoirpy.nodes.RLS attribute) (reservoirpy.nodes.ScikitLearnNode attribute) (reservoirpy.nodes.Sigmoid attribute) (reservoirpy.nodes.Softmax attribute) (reservoirpy.nodes.Softplus attribute) (reservoirpy.nodes.Tanh attribute) output_node (reservoirpy.ESN attribute) outputs (reservoirpy.ESN attribute) (reservoirpy.model.Model attribute) P P (reservoirpy.nodes.RLS attribute) parallel_research() (in module reservoirpy.hyper) ParallelNode (class in reservoirpy.node) parents (reservoirpy.ESN attribute) (reservoirpy.model.Model attribute) partial_fit() (reservoirpy.ESN method) (reservoirpy.model.Model method) (reservoirpy.node.OnlineNode method) (reservoirpy.nodes.LMS method) (reservoirpy.nodes.RLS method) plot_hyperopt_report() (in module reservoirpy.hyper) predict() (reservoirpy.ESN method) (reservoirpy.model.Model method) (reservoirpy.node.Node method) (reservoirpy.node.OnlineNode method) (reservoirpy.node.ParallelNode method) (reservoirpy.node.TrainableNode method) (reservoirpy.nodes.ES2N method) (reservoirpy.nodes.Identity method) (reservoirpy.nodes.Input method) (reservoirpy.nodes.IPReservoir method) (reservoirpy.nodes.LMS method) (reservoirpy.nodes.LocalPlasticityReservoir method) (reservoirpy.nodes.NVAR method) (reservoirpy.nodes.Output method) (reservoirpy.nodes.ReLU method) (reservoirpy.nodes.Reservoir method) (reservoirpy.nodes.Ridge method) (reservoirpy.nodes.RLS method) (reservoirpy.nodes.ScikitLearnNode method) (reservoirpy.nodes.Sigmoid method) (reservoirpy.nodes.Softmax method) (reservoirpy.nodes.Softplus method) (reservoirpy.nodes.Tanh method) proximity (reservoirpy.nodes.ES2N attribute) R rabinovich_fabrikant() (in module reservoirpy.datasets) random_sparse (in module reservoirpy.mat_gen) rc_connectivity (reservoirpy.nodes.ES2N attribute) (reservoirpy.nodes.IPReservoir attribute) (reservoirpy.nodes.LocalPlasticityReservoir attribute) (reservoirpy.nodes.Reservoir attribute) readout (reservoirpy.ESN attribute) ReLU (class in reservoirpy.nodes) relu() (in module reservoirpy.activationsfunc) research() (in module reservoirpy.hyper) Reservoir (class in reservoirpy.nodes) reservoir (reservoirpy.ESN attribute) reservoirpy module reservoirpy.activationsfunc module reservoirpy.datasets module reservoirpy.hyper module reservoirpy.mat_gen module reservoirpy.model module reservoirpy.node module reservoirpy.nodes module reservoirpy.observables module reservoirpy.ops module reset() (reservoirpy.ESN method) (reservoirpy.model.Model method) (reservoirpy.node.Node method) (reservoirpy.node.OnlineNode method) (reservoirpy.node.ParallelNode method) (reservoirpy.node.TrainableNode method) (reservoirpy.nodes.ES2N method) (reservoirpy.nodes.Identity method) (reservoirpy.nodes.Input method) (reservoirpy.nodes.IPReservoir method) (reservoirpy.nodes.LMS method) (reservoirpy.nodes.LocalPlasticityReservoir method) (reservoirpy.nodes.NVAR method) (reservoirpy.nodes.Output method) (reservoirpy.nodes.ReLU method) (reservoirpy.nodes.Reservoir method) (reservoirpy.nodes.Ridge method) (reservoirpy.nodes.RLS method) (reservoirpy.nodes.ScikitLearnNode method) (reservoirpy.nodes.Sigmoid method) (reservoirpy.nodes.Softmax method) (reservoirpy.nodes.Softplus method) (reservoirpy.nodes.Tanh method) return_reservoir_activity (reservoirpy.ESN attribute) Ridge (class in reservoirpy.nodes) ridge (reservoirpy.nodes.Ridge attribute) ring (in module reservoirpy.mat_gen) RLS (class in reservoirpy.nodes) rmse() (in module reservoirpy.observables) rng (reservoirpy.nodes.ES2N attribute) (reservoirpy.nodes.IPReservoir attribute) (reservoirpy.nodes.LocalPlasticityReservoir attribute) (reservoirpy.nodes.Reservoir attribute) rossler() (in module reservoirpy.datasets) rsquare() (in module reservoirpy.observables) run() (reservoirpy.ESN method) (reservoirpy.model.Model method) (reservoirpy.node.Node method) (reservoirpy.node.OnlineNode method) (reservoirpy.node.ParallelNode method) (reservoirpy.node.TrainableNode method) (reservoirpy.nodes.ES2N method) (reservoirpy.nodes.Identity method) (reservoirpy.nodes.Input method) (reservoirpy.nodes.IPReservoir method) (reservoirpy.nodes.LMS method) (reservoirpy.nodes.LocalPlasticityReservoir method) (reservoirpy.nodes.NVAR method) (reservoirpy.nodes.Output method) (reservoirpy.nodes.ReLU method) (reservoirpy.nodes.Reservoir method) (reservoirpy.nodes.Ridge method) (reservoirpy.nodes.RLS method) (reservoirpy.nodes.ScikitLearnNode method) (reservoirpy.nodes.Sigmoid method) (reservoirpy.nodes.Softmax method) (reservoirpy.nodes.Softplus method) (reservoirpy.nodes.Tanh method) S santafe_laser() (in module reservoirpy.datasets) ScikitLearnNode (class in reservoirpy.nodes) set_seed() (in module reservoirpy.datasets) sigma (reservoirpy.nodes.IPReservoir attribute) Sigmoid (class in reservoirpy.nodes) sigmoid() (in module reservoirpy.activationsfunc) small_world (in module reservoirpy.mat_gen) Softmax (class in reservoirpy.nodes) softmax() (in module reservoirpy.activationsfunc) Softplus (class in reservoirpy.nodes) softplus() (in module reservoirpy.activationsfunc) spectral_radius() (in module reservoirpy.observables) sr (reservoirpy.nodes.ES2N attribute) (reservoirpy.nodes.IPReservoir attribute) (reservoirpy.nodes.LocalPlasticityReservoir attribute) (reservoirpy.nodes.Reservoir attribute) state (reservoirpy.node.Node attribute) (reservoirpy.node.OnlineNode attribute) (reservoirpy.node.ParallelNode attribute) (reservoirpy.node.TrainableNode attribute) (reservoirpy.nodes.ES2N attribute) (reservoirpy.nodes.Identity attribute) (reservoirpy.nodes.Input attribute) (reservoirpy.nodes.IPReservoir attribute) (reservoirpy.nodes.LMS attribute) (reservoirpy.nodes.LocalPlasticityReservoir attribute) (reservoirpy.nodes.NVAR attribute) (reservoirpy.nodes.Output attribute) (reservoirpy.nodes.ReLU attribute) (reservoirpy.nodes.Reservoir attribute) (reservoirpy.nodes.Ridge attribute) (reservoirpy.nodes.RLS attribute) (reservoirpy.nodes.ScikitLearnNode attribute) (reservoirpy.nodes.Sigmoid attribute) (reservoirpy.nodes.Softmax attribute) (reservoirpy.nodes.Softplus attribute) (reservoirpy.nodes.Tanh attribute) step() (reservoirpy.ESN method) (reservoirpy.model.Model method) (reservoirpy.node.Node method) (reservoirpy.node.OnlineNode method) (reservoirpy.node.ParallelNode method) (reservoirpy.node.TrainableNode method) (reservoirpy.nodes.ES2N method) (reservoirpy.nodes.Identity method) (reservoirpy.nodes.Input method) (reservoirpy.nodes.IPReservoir method) (reservoirpy.nodes.LMS method) (reservoirpy.nodes.LocalPlasticityReservoir method) (reservoirpy.nodes.NVAR method) (reservoirpy.nodes.Output method) (reservoirpy.nodes.ReLU method) (reservoirpy.nodes.Reservoir method) (reservoirpy.nodes.Ridge method) (reservoirpy.nodes.RLS method) (reservoirpy.nodes.ScikitLearnNode method) (reservoirpy.nodes.Sigmoid method) (reservoirpy.nodes.Softmax method) (reservoirpy.nodes.Softplus method) (reservoirpy.nodes.Tanh method) store (reservoirpy.nodes.NVAR attribute) strides (reservoirpy.nodes.NVAR attribute) synapse_normalization (reservoirpy.nodes.LocalPlasticityReservoir attribute) T Tanh (class in reservoirpy.nodes) tanh() (in module reservoirpy.activationsfunc) to_forecasting() (in module reservoirpy.datasets) trainable_nodes (reservoirpy.ESN attribute) (reservoirpy.model.Model attribute) TrainableNode (class in reservoirpy.node) U uniform (in module reservoirpy.mat_gen) units (reservoirpy.nodes.ES2N attribute) (reservoirpy.nodes.IPReservoir attribute) (reservoirpy.nodes.LocalPlasticityReservoir attribute) (reservoirpy.nodes.Reservoir attribute) W W (reservoirpy.nodes.ES2N attribute) (reservoirpy.nodes.IPReservoir attribute) (reservoirpy.nodes.LocalPlasticityReservoir attribute) (reservoirpy.nodes.Reservoir attribute) Win (reservoirpy.nodes.ES2N attribute) (reservoirpy.nodes.IPReservoir attribute) (reservoirpy.nodes.LocalPlasticityReservoir attribute) (reservoirpy.nodes.Reservoir attribute) Wout (reservoirpy.nodes.LMS attribute) (reservoirpy.nodes.Ridge attribute) (reservoirpy.nodes.RLS attribute) Z zeros (in module reservoirpy.mat_gen)