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The Top 23 Reservoir Computing Open Source Projects

Open source projects categorized as Reservoir Computing
Categories > Reservoir Computing
Reservoirpy ⭐ 304
A simple and flexible code for Reservoir Computing architectures like Echo State Networks
dependent packages 1total releases 24most recent commit 5 months agopypi reservoirpy} Downloads
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.
most recent commit 3 years ago
Time Series Classification And Clustering With Reservoir Computing ⭐ 263
Library for implementing reservoir computing models (echo state networks) for multivariate time series classification and clustering.
most recent commit a year ago
Reservoircomputing.jl ⭐ 192
Reservoir computing utilities for scientific machine learning (SciML)
most recent commit 3 months ago
Pytorch Esn ⭐ 155
An Echo State Network module for PyTorch.
most recent commit a year ago
Pyesn ⭐ 145
Echo State Networks in Python
most recent commit 4 years ago
Easyesn ⭐ 85
Python library for Reservoir Computing using Echo State Networks
total releases 23most recent commit 3 years ago
Pyrcn ⭐ 45
A Python 3 framework for Reservoir Computing with a scikit-learn-compatible API.
total releases 23most recent commit a year ago
Echoes ⭐ 26
Machine Learning with Echo State Networks, a scikit-learn compatible package.
total releases 11most recent commit a year ago
Rnn Rc Chaos ⭐ 23
RNN architectures trained with Backpropagation and Reservoir Computing (RC) methods for forecasting high-dimensional chaotic dynamical systems.
most recent commit 3 years ago
Net ⭐ 23
Reservoir computing library for .NET. Enables ESN , LSM and hybrid RNNs using analog and spiking neurons working together.
most recent commit a year ago
Bidirectional Deep Readout Echo State Network ⭐ 23
Multi-variate time series classification with a bi-directional ESN with a readout implemented as a deep neural network.
most recent commit 2 years ago
Reservoir ⭐ 22
Code for Reservoir computing (Echo state network)
most recent commit 5 years ago
Evodynamic ⭐ 19
EvoDynamic seeks to evolve and develop suitable discrete dynamic models of self-organizing systems based on local interactions.
most recent commit 5 months ago
Rctorch ⭐ 16
a PyTorch based Reservoir Computing package with Automatic Hyper-Parameter Tuning
total releases 62most recent commit a year ago
Sorn ⭐ 16
PyPi Package of Self-Organizing Recurrent Neural Networks (SORN) and Neuro-robotics using OpenAI Gym
most recent commit 2 years ago
Simple_echo_state_network ⭐ 14
Echo state network framework, NARMA10 dataset generator as an demonstration supplied.
most recent commit 6 years ago
Echos ⭐ 9
Echo State Networks for Time Series Forecasting
most recent commit 3 months ago
Torchrc ⭐ 8
An organized collection of Reservoir Computing models and techniques that is well-integrated within the PyTorch API.
most recent commit 3 years ago
Handson_reservoir ⭐ 6
Repository for paper "Hands-on reservoir computing" (NCE, 2022)
most recent commit a year ago
Nmsat ⭐ 6
Simulate and analyse complex microcircuits
most recent commit 5 years ago
Reservoir Persistent Memory ⭐ 6
Simulation code of the paper "Persistent Memory in Single Node Delay-Coupled Reservoir Computing"
most recent commit 3 years ago
Esnpy ⭐ 5
Out-of-the-box framework for Echo State Networks
total releases 5most recent commit a year ago
The 6 Latest Releases In Reservoir Computing Open Source Projects
Reservoirpy ⭐ 304
A simple and flexible code for Reservoir Computing architectures like Echo State Networks
dependent packages 1total releases 24latest release November 20, 2023most recent commit 5 months agopypi reservoirpy} Downloads
Esnpy ⭐ 5
Out-of-the-box framework for Echo State Networks
total releases 5latest release June 07, 2023most recent commit a year ago
Pyrcn ⭐ 45
A Python 3 framework for Reservoir Computing with a scikit-learn-compatible API.
total releases 23latest release November 08, 2022most recent commit a year ago
Rctorch ⭐ 16
a PyTorch based Reservoir Computing package with Automatic Hyper-Parameter Tuning
total releases 62latest release July 27, 2022most recent commit a year ago
Echoes ⭐ 26
Machine Learning with Echo State Networks, a scikit-learn compatible package.
total releases 11latest release November 07, 2021most recent commit a year ago
Easyesn ⭐ 85
Python library for Reservoir Computing using Echo State Networks
total releases 23latest release January 04, 2021most recent commit 3 years ago
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