PyTorch-ESN is a PyTorch module, written in Python, implementing Echo State Networks with leaky-integrated units. ESN's implementation with more than one layer is based on DeepESN. The readout is trainable by ridge regression or by PyTorch's optimizers. Its development started under my master ...