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Library for implementing reservoir computing models (echo state networks) for multivariate time series classification and clustering.

An Echo State Network module for PyTorch.

Reservoir computing utilities for scientific machine learning (SciML)

Python library for Reservoir Computing using Echo State Networks

RNN architectures trained with Backpropagation and Reservoir Computing (RC) methods for forecasting high-dimensional chaotic dynamical systems.

Awesome tutorials, papers, projects and tools for Reservoir Computing techniques like Echo State Networks (ESN).

a PyTorch based Reservoir Computing package with Automatic Hyper-Parameter Tuning

simple Echo State Networks integrated with scikit-learn

Multivariate time series classification with a bi-directional ESN with a deep neural network readout.