reservoir-computing topic

Machine Learning with Echo State Networks, a scikit-learn compatible package.

fabridamicelli

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

reservoirpy

Multi-variate time series classification with a bi-directional ESN with a readout implemented as a deep neural network.

FilippoMB

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

pvlachas

Reservoir computing library for .NET. Enables ESN , LSM and hybrid RNNs using analog and spiking neurons working together.

okozelsk

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

blindedjoy

A Python 3 framework for Reservoir Computing with a scikit-learn-compatible API.

PlasmaControl

An organized collection of Reservoir Computing models and techniques that is well-integrated within the PyTorch API.

danieleds

EvoDynamic seeks to evolve and develop suitable discrete dynamic models of self-organizing systems based on local interactions.

SocratesNFR

Repository for paper "Hands-on reservoir computing" (NCE, 2022)

stevenabreu7