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13 search results found

Reservoirpy ⭐ 304

A simple and flexible code for Reservoir Computing architectures like Echo State Networks

Echotorch ⭐ 269

A Python toolkit for Reservoir Computing and Echo State Network experimentation based on pyTorch. EchoTorch is the only Python module available to easily create Deep Reservoir Computing models.

Reservoircomputing.jl ⭐ 192

Reservoir computing utilities for scientific machine learning (SciML)

Pytorch Esn ⭐ 155

An Echo State Network module for PyTorch.

Python library for Reservoir Computing using Echo State Networks

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

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

Rnn Rc Chaos ⭐ 23

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

Reservoir ⭐ 22

Code for Reservoir computing (Echo state network)

Simple_echo_state_network ⭐ 14

Echo state network framework, NARMA10 dataset generator as an demonstration supplied.

Echo State Networks for Time Series Forecasting

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

Out-of-the-box framework for Echo State Networks

Reservoirr ⭐ 5

Experimental R interface for ReservoirPy

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