Index A | B | C | D | E | F | G | H | I | J | K | L | M | N | O | P | R | S | T | U | W | Z A activation (reservoirpy.compat.ESN attribute) B bernoulli (in module reservoirpy.mat_gen) C call() (reservoirpy.model.FrozenModel method) (reservoirpy.model.Model method) (reservoirpy.node.Node method) (reservoirpy.nodes.Concat method) (reservoirpy.nodes.Delay method) (reservoirpy.nodes.ESN method) (reservoirpy.nodes.FORCE method) (reservoirpy.nodes.Identity method) (reservoirpy.nodes.Input method) (reservoirpy.nodes.IPReservoir method) (reservoirpy.nodes.LMS 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) clean() (reservoirpy.compat.regression_models.RidgeRegression method) clean_buffers() (reservoirpy.node.Node method) (reservoirpy.nodes.Concat method) (reservoirpy.nodes.Delay method) (reservoirpy.nodes.FORCE method) (reservoirpy.nodes.Identity method) (reservoirpy.nodes.Input method) (reservoirpy.nodes.IPReservoir method) (reservoirpy.nodes.LMS 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) compute_all_states() (reservoirpy.compat.ESN method) compute_output() (reservoirpy.compat.ESNOnline method) compute_output_from_current_state() (reservoirpy.compat.ESNOnline method) compute_outputs() (reservoirpy.compat.ESN method) Concat (class in reservoirpy.nodes) copy() (reservoirpy.node.Node method) (reservoirpy.nodes.Concat method) (reservoirpy.nodes.Delay method) (reservoirpy.nodes.FORCE method) (reservoirpy.nodes.Identity method) (reservoirpy.nodes.Input method) (reservoirpy.nodes.IPReservoir method) (reservoirpy.nodes.LMS 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) create_buffer() (reservoirpy.node.Node method) (reservoirpy.nodes.Concat method) (reservoirpy.nodes.Delay method) (reservoirpy.nodes.FORCE method) (reservoirpy.nodes.Identity method) (reservoirpy.nodes.Input method) (reservoirpy.nodes.IPReservoir method) (reservoirpy.nodes.LMS 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) D data_dispatcher (reservoirpy.model.FrozenModel property) (reservoirpy.model.Model property) (reservoirpy.nodes.ESN property) Delay (class in reservoirpy.nodes) dim_in (reservoirpy.compat.ESN property) (reservoirpy.compat.ESNOnline attribute) (reservoirpy.compat.regression_models.RidgeRegression property) dim_out (reservoirpy.compat.ESN property) (reservoirpy.compat.ESNOnline attribute) (reservoirpy.compat.regression_models.RidgeRegression property) doublescroll() (in module reservoirpy.datasets) dtype (reservoirpy.node.Node property) (reservoirpy.nodes.Concat property) (reservoirpy.nodes.Delay property) (reservoirpy.nodes.FORCE property) (reservoirpy.nodes.Identity property) (reservoirpy.nodes.Input property) (reservoirpy.nodes.IPReservoir property) (reservoirpy.nodes.LMS property) (reservoirpy.nodes.NVAR property) (reservoirpy.nodes.Output property) (reservoirpy.nodes.ReLU property) (reservoirpy.nodes.Reservoir property) (reservoirpy.nodes.Ridge property) (reservoirpy.nodes.RLS property) (reservoirpy.nodes.ScikitLearnNode property) (reservoirpy.nodes.Sigmoid property) (reservoirpy.nodes.Softmax property) (reservoirpy.nodes.Softplus property) (reservoirpy.nodes.Tanh property) E edges (reservoirpy.model.FrozenModel property) (reservoirpy.model.Model property) (reservoirpy.nodes.ESN property) ESN (class in reservoirpy.compat) (class in reservoirpy.nodes) ESNOnline (class in reservoirpy.compat) F fast_spectral_initialization (in module reservoirpy.mat_gen) fbfunc (reservoirpy.compat.ESN attribute) feedback() (reservoirpy.node.Node method) (reservoirpy.nodes.Concat method) (reservoirpy.nodes.Delay method) (reservoirpy.nodes.FORCE method) (reservoirpy.nodes.Identity method) (reservoirpy.nodes.Input method) (reservoirpy.nodes.IPReservoir method) (reservoirpy.nodes.LMS 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) feedback_dim (reservoirpy.node.Node property) (reservoirpy.nodes.Concat property) (reservoirpy.nodes.Delay property) (reservoirpy.nodes.FORCE property) (reservoirpy.nodes.Identity property) (reservoirpy.nodes.Input property) (reservoirpy.nodes.IPReservoir property) (reservoirpy.nodes.LMS property) (reservoirpy.nodes.NVAR property) (reservoirpy.nodes.Output property) (reservoirpy.nodes.ReLU property) (reservoirpy.nodes.Reservoir property) (reservoirpy.nodes.Ridge property) (reservoirpy.nodes.RLS property) (reservoirpy.nodes.ScikitLearnNode property) (reservoirpy.nodes.Sigmoid property) (reservoirpy.nodes.Softmax property) (reservoirpy.nodes.Softplus property) (reservoirpy.nodes.Tanh property) feedback_nodes (reservoirpy.model.FrozenModel property) (reservoirpy.model.Model property) (reservoirpy.nodes.ESN property) fit() (reservoirpy.compat.regression_models.RidgeRegression method) (reservoirpy.model.FrozenModel method) (reservoirpy.model.Model method) (reservoirpy.node.Node method) (reservoirpy.nodes.Concat method) (reservoirpy.nodes.Delay method) (reservoirpy.nodes.ESN method) (reservoirpy.nodes.FORCE method) (reservoirpy.nodes.Identity method) (reservoirpy.nodes.Input method) (reservoirpy.nodes.IPReservoir method) (reservoirpy.nodes.LMS 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) fit_readout() (reservoirpy.compat.ESN method) fitted (reservoirpy.model.FrozenModel property) (reservoirpy.model.Model property) (reservoirpy.node.Node property) (reservoirpy.nodes.Concat property) (reservoirpy.nodes.Delay property) (reservoirpy.nodes.ESN property) (reservoirpy.nodes.FORCE property) (reservoirpy.nodes.Identity property) (reservoirpy.nodes.Input property) (reservoirpy.nodes.IPReservoir property) (reservoirpy.nodes.LMS property) (reservoirpy.nodes.NVAR property) (reservoirpy.nodes.Output property) (reservoirpy.nodes.ReLU property) (reservoirpy.nodes.Reservoir property) (reservoirpy.nodes.Ridge property) (reservoirpy.nodes.RLS property) (reservoirpy.nodes.ScikitLearnNode property) (reservoirpy.nodes.Sigmoid property) (reservoirpy.nodes.Softmax property) (reservoirpy.nodes.Softplus property) (reservoirpy.nodes.Tanh property) FORCE (class in reservoirpy.nodes) FrozenModel (class in reservoirpy.model) G generate() (reservoirpy.compat.ESN method) generate_input_weights (in module reservoirpy.mat_gen) generate_internal_weights (in module reservoirpy.mat_gen) get_buffer() (reservoirpy.node.Node method) (reservoirpy.nodes.Concat method) (reservoirpy.nodes.Delay method) (reservoirpy.nodes.FORCE method) (reservoirpy.nodes.Identity method) (reservoirpy.nodes.Input method) (reservoirpy.nodes.IPReservoir method) (reservoirpy.nodes.LMS 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) get_function() (in module reservoirpy.activationsfunc) get_node() (reservoirpy.model.FrozenModel method) (reservoirpy.model.Model method) (reservoirpy.nodes.ESN method) get_param() (reservoirpy.node.Node method) (reservoirpy.nodes.Concat method) (reservoirpy.nodes.Delay method) (reservoirpy.nodes.FORCE method) (reservoirpy.nodes.Identity method) (reservoirpy.nodes.Input method) (reservoirpy.nodes.IPReservoir method) (reservoirpy.nodes.LMS 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) get_seed() (in module reservoirpy.datasets) H has_feedback (reservoirpy.node.Node property) (reservoirpy.nodes.Concat property) (reservoirpy.nodes.Delay property) (reservoirpy.nodes.ESN property) (reservoirpy.nodes.FORCE property) (reservoirpy.nodes.Identity property) (reservoirpy.nodes.Input property) (reservoirpy.nodes.IPReservoir property) (reservoirpy.nodes.LMS property) (reservoirpy.nodes.NVAR property) (reservoirpy.nodes.Output property) (reservoirpy.nodes.ReLU property) (reservoirpy.nodes.Reservoir property) (reservoirpy.nodes.Ridge property) (reservoirpy.nodes.RLS property) (reservoirpy.nodes.ScikitLearnNode property) (reservoirpy.nodes.Sigmoid property) (reservoirpy.nodes.Softmax property) (reservoirpy.nodes.Softplus property) (reservoirpy.nodes.Tanh property) henon_map() (in module reservoirpy.datasets) hypers (reservoirpy.model.FrozenModel property) (reservoirpy.model.Model property) (reservoirpy.node.Node property) (reservoirpy.nodes.Concat property) (reservoirpy.nodes.Delay property) (reservoirpy.nodes.ESN property) (reservoirpy.nodes.FORCE property) (reservoirpy.nodes.Identity property) (reservoirpy.nodes.Input property) (reservoirpy.nodes.IPReservoir property) (reservoirpy.nodes.LMS property) (reservoirpy.nodes.NVAR property) (reservoirpy.nodes.Output property) (reservoirpy.nodes.ReLU property) (reservoirpy.nodes.Reservoir property) (reservoirpy.nodes.Ridge property) (reservoirpy.nodes.RLS property) (reservoirpy.nodes.ScikitLearnNode property) (reservoirpy.nodes.Sigmoid property) (reservoirpy.nodes.Softmax property) (reservoirpy.nodes.Softplus property) (reservoirpy.nodes.Tanh property) I Identity (class in reservoirpy.nodes) identity() (in module reservoirpy.activationsfunc) initialize() (reservoirpy.compat.regression_models.RidgeRegression method) (reservoirpy.model.FrozenModel method) (reservoirpy.model.Model method) (reservoirpy.node.Node method) (reservoirpy.nodes.Concat method) (reservoirpy.nodes.Delay method) (reservoirpy.nodes.ESN method) (reservoirpy.nodes.FORCE method) (reservoirpy.nodes.Identity method) (reservoirpy.nodes.Input method) (reservoirpy.nodes.IPReservoir method) (reservoirpy.nodes.LMS 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) initialize_buffers() (reservoirpy.model.FrozenModel method) (reservoirpy.model.Model method) (reservoirpy.node.Node method) (reservoirpy.nodes.Concat method) (reservoirpy.nodes.Delay method) (reservoirpy.nodes.ESN method) (reservoirpy.nodes.FORCE method) (reservoirpy.nodes.Identity method) (reservoirpy.nodes.Input method) (reservoirpy.nodes.IPReservoir method) (reservoirpy.nodes.LMS 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) initialize_feedback() (reservoirpy.node.Node method) (reservoirpy.nodes.Concat method) (reservoirpy.nodes.Delay method) (reservoirpy.nodes.FORCE method) (reservoirpy.nodes.Identity method) (reservoirpy.nodes.Input method) (reservoirpy.nodes.IPReservoir method) (reservoirpy.nodes.LMS 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.compat.regression_models.RidgeRegression property) Initializer (class in reservoirpy.mat_gen) Input (class in reservoirpy.nodes) input_bias (reservoirpy.compat.ESN property) input_dim (reservoirpy.model.FrozenModel property) (reservoirpy.model.Model property) (reservoirpy.node.Node property) (reservoirpy.nodes.Concat property) (reservoirpy.nodes.Delay property) (reservoirpy.nodes.ESN property) (reservoirpy.nodes.FORCE property) (reservoirpy.nodes.Identity property) (reservoirpy.nodes.Input property) (reservoirpy.nodes.IPReservoir property) (reservoirpy.nodes.LMS property) (reservoirpy.nodes.NVAR property) (reservoirpy.nodes.Output property) (reservoirpy.nodes.ReLU property) (reservoirpy.nodes.Reservoir property) (reservoirpy.nodes.Ridge property) (reservoirpy.nodes.RLS property) (reservoirpy.nodes.ScikitLearnNode property) (reservoirpy.nodes.Sigmoid property) (reservoirpy.nodes.Softmax property) (reservoirpy.nodes.Softplus property) (reservoirpy.nodes.Tanh property) input_nodes (reservoirpy.model.FrozenModel property) (reservoirpy.model.Model property) (reservoirpy.nodes.ESN property) IPReservoir (class in reservoirpy.nodes) is_empty (reservoirpy.model.FrozenModel property) (reservoirpy.model.Model property) (reservoirpy.nodes.ESN property) is_fb_initialized (reservoirpy.node.Node property) (reservoirpy.nodes.Concat property) (reservoirpy.nodes.Delay property) (reservoirpy.nodes.FORCE property) (reservoirpy.nodes.Identity property) (reservoirpy.nodes.Input property) (reservoirpy.nodes.IPReservoir property) (reservoirpy.nodes.LMS property) (reservoirpy.nodes.NVAR property) (reservoirpy.nodes.Output property) (reservoirpy.nodes.ReLU property) (reservoirpy.nodes.Reservoir property) (reservoirpy.nodes.Ridge property) (reservoirpy.nodes.RLS property) (reservoirpy.nodes.ScikitLearnNode property) (reservoirpy.nodes.Sigmoid property) (reservoirpy.nodes.Softmax property) (reservoirpy.nodes.Softplus property) (reservoirpy.nodes.Tanh property) is_initialized (reservoirpy.node.Node property) (reservoirpy.nodes.Concat property) (reservoirpy.nodes.Delay property) (reservoirpy.nodes.FORCE property) (reservoirpy.nodes.Identity property) (reservoirpy.nodes.Input property) (reservoirpy.nodes.IPReservoir property) (reservoirpy.nodes.LMS property) (reservoirpy.nodes.NVAR property) (reservoirpy.nodes.Output property) (reservoirpy.nodes.ReLU property) (reservoirpy.nodes.Reservoir property) (reservoirpy.nodes.Ridge property) (reservoirpy.nodes.RLS property) (reservoirpy.nodes.ScikitLearnNode property) (reservoirpy.nodes.Sigmoid property) (reservoirpy.nodes.Softmax property) (reservoirpy.nodes.Softplus property) (reservoirpy.nodes.Tanh property) is_trainable (reservoirpy.model.FrozenModel property) (reservoirpy.model.Model property) (reservoirpy.node.Node property) (reservoirpy.nodes.Concat property) (reservoirpy.nodes.Delay property) (reservoirpy.nodes.ESN property) (reservoirpy.nodes.FORCE property) (reservoirpy.nodes.Identity property) (reservoirpy.nodes.Input property) (reservoirpy.nodes.IPReservoir property) (reservoirpy.nodes.LMS property) (reservoirpy.nodes.NVAR property) (reservoirpy.nodes.Output property) (reservoirpy.nodes.ReLU property) (reservoirpy.nodes.Reservoir property) (reservoirpy.nodes.Ridge property) (reservoirpy.nodes.RLS property) (reservoirpy.nodes.ScikitLearnNode property) (reservoirpy.nodes.Sigmoid property) (reservoirpy.nodes.Softmax property) (reservoirpy.nodes.Softplus property) (reservoirpy.nodes.Tanh property) is_trained_offline (reservoirpy.model.FrozenModel property) (reservoirpy.model.Model property) (reservoirpy.node.Node property) (reservoirpy.nodes.Concat property) (reservoirpy.nodes.Delay property) (reservoirpy.nodes.ESN property) (reservoirpy.nodes.FORCE property) (reservoirpy.nodes.Identity property) (reservoirpy.nodes.Input property) (reservoirpy.nodes.IPReservoir property) (reservoirpy.nodes.LMS property) (reservoirpy.nodes.NVAR property) (reservoirpy.nodes.Output property) (reservoirpy.nodes.ReLU property) (reservoirpy.nodes.Reservoir property) (reservoirpy.nodes.Ridge property) (reservoirpy.nodes.RLS property) (reservoirpy.nodes.ScikitLearnNode property) (reservoirpy.nodes.Sigmoid property) (reservoirpy.nodes.Softmax property) (reservoirpy.nodes.Softplus property) (reservoirpy.nodes.Tanh property) is_trained_online (reservoirpy.model.FrozenModel property) (reservoirpy.model.Model property) (reservoirpy.node.Node property) (reservoirpy.nodes.Concat property) (reservoirpy.nodes.Delay property) (reservoirpy.nodes.ESN property) (reservoirpy.nodes.FORCE property) (reservoirpy.nodes.Identity property) (reservoirpy.nodes.Input property) (reservoirpy.nodes.IPReservoir property) (reservoirpy.nodes.LMS property) (reservoirpy.nodes.NVAR property) (reservoirpy.nodes.Output property) (reservoirpy.nodes.ReLU property) (reservoirpy.nodes.Reservoir property) (reservoirpy.nodes.Ridge property) (reservoirpy.nodes.RLS property) (reservoirpy.nodes.ScikitLearnNode property) (reservoirpy.nodes.Sigmoid property) (reservoirpy.nodes.Softmax property) (reservoirpy.nodes.Softplus property) (reservoirpy.nodes.Tanh property) J japanese_vowels() (in module reservoirpy.datasets) K kuramoto_sivashinsky() (in module reservoirpy.datasets) L link (class in reservoirpy.ops) link_feedback (class in reservoirpy.ops) link_feedback() (reservoirpy.node.Node method) (reservoirpy.nodes.Concat method) (reservoirpy.nodes.Delay method) (reservoirpy.nodes.FORCE method) (reservoirpy.nodes.Identity method) (reservoirpy.nodes.Input method) (reservoirpy.nodes.IPReservoir method) (reservoirpy.nodes.LMS 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) LMS (class in reservoirpy.nodes) load() (in module reservoirpy.compat) load_compat() (in module reservoirpy.compat) logistic_map() (in module reservoirpy.datasets) lorenz() (in module reservoirpy.datasets) lorenz96() (in module reservoirpy.datasets) lr (reservoirpy.compat.ESN attribute) M mackey_glass() (in module reservoirpy.datasets) merge (class in reservoirpy.ops) Model (class in reservoirpy.model) module reservoirpy reservoirpy.activationsfunc reservoirpy.compat reservoirpy.datasets reservoirpy.experimental reservoirpy.hyper reservoirpy.mat_gen reservoirpy.model reservoirpy.node reservoirpy.nodes reservoirpy.observables reservoirpy.ops mse() (in module reservoirpy.observables) multiscroll() (in module reservoirpy.datasets) N N (reservoirpy.compat.ESN property) (reservoirpy.compat.ESNOnline attribute) name (reservoirpy.model.FrozenModel property) (reservoirpy.model.Model property) (reservoirpy.node.Node property) (reservoirpy.nodes.Concat property) (reservoirpy.nodes.Delay property) (reservoirpy.nodes.ESN property) (reservoirpy.nodes.FORCE property) (reservoirpy.nodes.Identity property) (reservoirpy.nodes.Input property) (reservoirpy.nodes.IPReservoir property) (reservoirpy.nodes.LMS property) (reservoirpy.nodes.NVAR property) (reservoirpy.nodes.Output property) (reservoirpy.nodes.ReLU property) (reservoirpy.nodes.Reservoir property) (reservoirpy.nodes.Ridge property) (reservoirpy.nodes.RLS property) (reservoirpy.nodes.ScikitLearnNode property) (reservoirpy.nodes.Sigmoid property) (reservoirpy.nodes.Softmax property) (reservoirpy.nodes.Softplus property) (reservoirpy.nodes.Tanh property) narma() (in module reservoirpy.datasets) Node (class in reservoirpy.node) node_names (reservoirpy.model.FrozenModel property) (reservoirpy.model.Model property) (reservoirpy.nodes.ESN property) nodes (reservoirpy.model.FrozenModel property) (reservoirpy.model.Model property) (reservoirpy.nodes.ESN property) noise_in (reservoirpy.compat.ESN attribute) noise_out (reservoirpy.compat.ESN attribute) noise_rc (reservoirpy.compat.ESN attribute) normal (in module reservoirpy.mat_gen) nrmse() (in module reservoirpy.observables) NVAR (class in reservoirpy.nodes) O ones (in module reservoirpy.mat_gen) Output (class in reservoirpy.nodes) output_dim (reservoirpy.model.FrozenModel property) (reservoirpy.model.Model property) (reservoirpy.node.Node property) (reservoirpy.nodes.Concat property) (reservoirpy.nodes.Delay property) (reservoirpy.nodes.ESN property) (reservoirpy.nodes.FORCE property) (reservoirpy.nodes.Identity property) (reservoirpy.nodes.Input property) (reservoirpy.nodes.IPReservoir property) (reservoirpy.nodes.LMS property) (reservoirpy.nodes.NVAR property) (reservoirpy.nodes.Output property) (reservoirpy.nodes.ReLU property) (reservoirpy.nodes.Reservoir property) (reservoirpy.nodes.Ridge property) (reservoirpy.nodes.RLS property) (reservoirpy.nodes.ScikitLearnNode property) (reservoirpy.nodes.Sigmoid property) (reservoirpy.nodes.Softmax property) (reservoirpy.nodes.Softplus property) (reservoirpy.nodes.Tanh property) output_nodes (reservoirpy.model.FrozenModel property) (reservoirpy.model.Model property) (reservoirpy.nodes.ESN property) output_values (reservoirpy.compat.ESNOnline attribute) P params (reservoirpy.model.FrozenModel property) (reservoirpy.model.Model property) (reservoirpy.node.Node property) (reservoirpy.nodes.Concat property) (reservoirpy.nodes.Delay property) (reservoirpy.nodes.ESN property) (reservoirpy.nodes.FORCE property) (reservoirpy.nodes.Identity property) (reservoirpy.nodes.Input property) (reservoirpy.nodes.IPReservoir property) (reservoirpy.nodes.LMS property) (reservoirpy.nodes.NVAR property) (reservoirpy.nodes.Output property) (reservoirpy.nodes.ReLU property) (reservoirpy.nodes.Reservoir property) (reservoirpy.nodes.Ridge property) (reservoirpy.nodes.RLS property) (reservoirpy.nodes.ScikitLearnNode property) (reservoirpy.nodes.Sigmoid property) (reservoirpy.nodes.Softmax property) (reservoirpy.nodes.Softplus property) (reservoirpy.nodes.Tanh property) partial_fit() (reservoirpy.compat.regression_models.RidgeRegression method) (reservoirpy.node.Node method) (reservoirpy.nodes.Concat method) (reservoirpy.nodes.Delay method) (reservoirpy.nodes.FORCE method) (reservoirpy.nodes.Identity method) (reservoirpy.nodes.Input method) (reservoirpy.nodes.IPReservoir method) (reservoirpy.nodes.LMS 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) plot_hyperopt_report() (in module reservoirpy.hyper) R rabinovich_fabrikant() (in module reservoirpy.datasets) random_sparse (in module reservoirpy.mat_gen) ReLU (class in reservoirpy.nodes) relu() (in module reservoirpy.activationsfunc) research() (in module reservoirpy.hyper) Reservoir (class in reservoirpy.nodes) reservoirpy module reservoirpy.activationsfunc module reservoirpy.compat module reservoirpy.datasets module reservoirpy.experimental 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.model.FrozenModel method) (reservoirpy.model.Model method) (reservoirpy.node.Node method) (reservoirpy.nodes.Concat method) (reservoirpy.nodes.Delay method) (reservoirpy.nodes.ESN method) (reservoirpy.nodes.FORCE method) (reservoirpy.nodes.Identity method) (reservoirpy.nodes.Input method) (reservoirpy.nodes.IPReservoir method) (reservoirpy.nodes.LMS 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) reset_correlation_matrix() (reservoirpy.compat.ESNOnline method) reset_reservoir() (reservoirpy.compat.ESNOnline method) reset_state() (reservoirpy.compat.ESNOnline method) Ridge (class in reservoirpy.nodes) ridge (reservoirpy.compat.ESN property) (reservoirpy.compat.regression_models.RidgeRegression property) RidgeRegression (class in reservoirpy.compat.regression_models) RLS (class in reservoirpy.nodes) rmse() (in module reservoirpy.observables) rossler() (in module reservoirpy.datasets) rsquare() (in module reservoirpy.observables) run() (reservoirpy.compat.ESN method) (reservoirpy.compat.ESNOnline method) (reservoirpy.model.FrozenModel method) (reservoirpy.model.Model method) (reservoirpy.node.Node method) (reservoirpy.nodes.Concat method) (reservoirpy.nodes.Delay method) (reservoirpy.nodes.ESN method) (reservoirpy.nodes.FORCE method) (reservoirpy.nodes.Identity method) (reservoirpy.nodes.Input method) (reservoirpy.nodes.IPReservoir method) (reservoirpy.nodes.LMS 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 save() (reservoirpy.compat.ESN method) (reservoirpy.compat.ESNOnline method) ScikitLearnNode (class in reservoirpy.nodes) seed (reservoirpy.compat.ESN attribute) set_buffer() (reservoirpy.node.Node method) (reservoirpy.nodes.Concat method) (reservoirpy.nodes.Delay method) (reservoirpy.nodes.FORCE method) (reservoirpy.nodes.Identity method) (reservoirpy.nodes.Input method) (reservoirpy.nodes.IPReservoir method) (reservoirpy.nodes.LMS 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) set_feedback_dim() (reservoirpy.node.Node method) (reservoirpy.nodes.Concat method) (reservoirpy.nodes.Delay method) (reservoirpy.nodes.FORCE method) (reservoirpy.nodes.Identity method) (reservoirpy.nodes.Input method) (reservoirpy.nodes.IPReservoir method) (reservoirpy.nodes.LMS 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) set_input_dim() (reservoirpy.node.Node method) (reservoirpy.nodes.Concat method) (reservoirpy.nodes.Delay method) (reservoirpy.nodes.FORCE method) (reservoirpy.nodes.Identity method) (reservoirpy.nodes.Input method) (reservoirpy.nodes.IPReservoir method) (reservoirpy.nodes.LMS 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) set_output_dim() (reservoirpy.node.Node method) (reservoirpy.nodes.Concat method) (reservoirpy.nodes.Delay method) (reservoirpy.nodes.FORCE method) (reservoirpy.nodes.Identity method) (reservoirpy.nodes.Input method) (reservoirpy.nodes.IPReservoir method) (reservoirpy.nodes.LMS 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) set_param() (reservoirpy.node.Node method) (reservoirpy.nodes.Concat method) (reservoirpy.nodes.Delay method) (reservoirpy.nodes.FORCE method) (reservoirpy.nodes.Identity method) (reservoirpy.nodes.Input method) (reservoirpy.nodes.IPReservoir method) (reservoirpy.nodes.LMS 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) set_seed() (in module reservoirpy.datasets) set_state_proxy() (reservoirpy.node.Node method) (reservoirpy.nodes.Concat method) (reservoirpy.nodes.Delay method) (reservoirpy.nodes.FORCE method) (reservoirpy.nodes.Identity method) (reservoirpy.nodes.Input method) (reservoirpy.nodes.IPReservoir method) (reservoirpy.nodes.LMS 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) Sigmoid (class in reservoirpy.nodes) sigmoid() (in module reservoirpy.activationsfunc) 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) state (reservoirpy.compat.ESNOnline attribute) state() (reservoirpy.node.Node method) (reservoirpy.nodes.Concat method) (reservoirpy.nodes.Delay method) (reservoirpy.nodes.FORCE method) (reservoirpy.nodes.Identity method) (reservoirpy.nodes.Input method) (reservoirpy.nodes.IPReservoir method) (reservoirpy.nodes.LMS 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) state_corr_inv (reservoirpy.compat.ESNOnline attribute) state_proxy() (reservoirpy.node.Node method) (reservoirpy.nodes.Concat method) (reservoirpy.nodes.Delay method) (reservoirpy.nodes.FORCE method) (reservoirpy.nodes.Identity method) (reservoirpy.nodes.Input method) (reservoirpy.nodes.IPReservoir method) (reservoirpy.nodes.LMS 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) T Tanh (class in reservoirpy.nodes) tanh() (in module reservoirpy.activationsfunc) to_forecasting() (in module reservoirpy.datasets) train() (reservoirpy.compat.ESN method) (reservoirpy.compat.ESNOnline method) (reservoirpy.model.FrozenModel method) (reservoirpy.model.Model method) (reservoirpy.node.Node method) (reservoirpy.nodes.Concat method) (reservoirpy.nodes.Delay method) (reservoirpy.nodes.ESN method) (reservoirpy.nodes.FORCE method) (reservoirpy.nodes.Identity method) (reservoirpy.nodes.Input method) (reservoirpy.nodes.IPReservoir method) (reservoirpy.nodes.LMS 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) train_from_current_state() (reservoirpy.compat.ESNOnline method) trainable_nodes (reservoirpy.model.FrozenModel property) (reservoirpy.model.Model property) (reservoirpy.nodes.ESN property) typefloat (reservoirpy.compat.ESN attribute) U uniform (in module reservoirpy.mat_gen) update_graph() (reservoirpy.model.FrozenModel method) (reservoirpy.model.Model method) (reservoirpy.nodes.ESN method) use_raw_input (reservoirpy.compat.ESN property) W W (reservoirpy.compat.ESN property) Wfb (reservoirpy.compat.ESN property) Win (reservoirpy.compat.ESN property) with_feedback() (reservoirpy.model.FrozenModel method) (reservoirpy.model.Model method) (reservoirpy.node.Node method) (reservoirpy.nodes.Concat method) (reservoirpy.nodes.Delay method) (reservoirpy.nodes.ESN method) (reservoirpy.nodes.FORCE method) (reservoirpy.nodes.Identity method) (reservoirpy.nodes.Input method) (reservoirpy.nodes.IPReservoir method) (reservoirpy.nodes.LMS 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) with_state() (reservoirpy.model.FrozenModel method) (reservoirpy.model.Model method) (reservoirpy.node.Node method) (reservoirpy.nodes.Concat method) (reservoirpy.nodes.Delay method) (reservoirpy.nodes.ESN method) (reservoirpy.nodes.FORCE method) (reservoirpy.nodes.Identity method) (reservoirpy.nodes.Input method) (reservoirpy.nodes.IPReservoir method) (reservoirpy.nodes.LMS 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) Wout (reservoirpy.compat.ESN property) (reservoirpy.compat.ESNOnline attribute) Z zero_feedback() (reservoirpy.compat.ESN method) (reservoirpy.node.Node method) (reservoirpy.nodes.Concat method) (reservoirpy.nodes.Delay method) (reservoirpy.nodes.FORCE method) (reservoirpy.nodes.Identity method) (reservoirpy.nodes.Input method) (reservoirpy.nodes.IPReservoir method) (reservoirpy.nodes.LMS 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) zero_state() (reservoirpy.compat.ESN method) (reservoirpy.node.Node method) (reservoirpy.nodes.Concat method) (reservoirpy.nodes.Delay method) (reservoirpy.nodes.FORCE method) (reservoirpy.nodes.Identity method) (reservoirpy.nodes.Input method) (reservoirpy.nodes.IPReservoir method) (reservoirpy.nodes.LMS 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) zeros (in module reservoirpy.mat_gen)