torch_rc.nn

Collection of composable Reservoir Computing models.

Reservoir Layers

torch_rc.nn.LeakyESN

A multi-layer Leaky Echo State Network.

torch_rc.nn.MultiringESN

A multi-layer Multiring Echo State Network.

Readout Layers

torch_rc.nn.Linear

A linear readout layer that can be used with the torch_rc optimizers.