ReservoirPy API reference

reservoirpy.ESN([reservoir, readout, ...])

Simple Echo State Network.

nodes

Atomic components used to create models.

datasets

Loadable datasets and helper functions

observables

Metrics for timeseries and reservoirs

hyper

Explore and optimize your hyperparameters

mat_gen

Matrix generators for reservoir’s weights

activationsfunc

Common activation functions

All modules

• ReservoirPy Nodes (reservoirpy.nodes)
• Weights initialization (reservoirpy.mat_gen)
• Activations functions (reservoirpy.activationsfunc)
• Metrics and observables (reservoirpy.observables)
• Datasets (reservoirpy.datasets)
• Hyperparameter optimization helpers (reservoirpy.hyper)
• Node API (reservoirpy.node)
• Models (reservoirpy.Model)
• Node operations - link, merge (reservoirpy.ops)
• Echo State Network reservoirpy.ESN