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Search results for machine learning reservoir computing
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reservoir-computing
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17 search results found
Reservoirpy
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304
A simple and flexible code for Reservoir Computing architectures like Echo State Networks
Echotorch
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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
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192
Reservoir computing utilities for scientific machine learning (SciML)
Pytorch Esn
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155
An Echo State Network module for PyTorch.
Easyesn
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85
Python library for Reservoir Computing using Echo State Networks
Pyrcn
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45
A Python 3 framework for Reservoir Computing with a scikit-learn-compatible API.
Echoes
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26
Machine Learning with Echo State Networks, a scikit-learn compatible package.
Net
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23
Reservoir computing library for .NET. Enables ESN , LSM and hybrid RNNs using analog and spiking neurons working together.
Bidirectional Deep Readout Echo State Network
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23
Multi-variate time series classification with a bi-directional ESN with a readout implemented as a deep neural network.
Reservoir
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22
Code for Reservoir computing (Echo state network)
Rctorch
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16
a PyTorch based Reservoir Computing package with Automatic Hyper-Parameter Tuning
Sorn
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16
PyPi Package of Self-Organizing Recurrent Neural Networks (SORN) and Neuro-robotics using OpenAI Gym
Simple_echo_state_network
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14
Echo state network framework, NARMA10 dataset generator as an demonstration supplied.
Torchrc
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8
An organized collection of Reservoir Computing models and techniques that is well-integrated within the PyTorch API.
Handson_reservoir
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6
Repository for paper "Hands-on reservoir computing" (NCE, 2022)
Esnpy
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5
Out-of-the-box framework for Echo State Networks
Reservoirr
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5
Experimental R interface for ReservoirPy
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1-17 of 17 search results
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