reservoir-computing topic

List reservoir-computing repositories

reservoirpy

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

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

EchoTorch

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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

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Reservoir computing utilities for scientific machine learning (SciML)

pytorch-esn

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43
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An Echo State Network module for PyTorch.

pyESN

286
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Echo State Networks in Python

easyesn

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Python library for Reservoir Computing using Echo State Networks

Reservoir

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Code for Reservoir computing (Echo state network)

simple_echo_state_network

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

sorn

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PyPi Package of Self-Organizing Recurrent Neural Networks (SORN) and Neuro-robotics using OpenAI Gym