Awesome Open Source
Search
Programming Languages
Languages
All Categories
Categories
About
Search results for reservoir computing
reservoir-computing
x
24 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.
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.
Reservoircomputing.jl
⭐
192
Reservoir computing utilities for scientific machine learning (SciML)
Pytorch Esn
⭐
155
An Echo State Network module for PyTorch.
Pyesn
⭐
145
Echo State Networks in Python
Easyesn
⭐
85
Python library for Reservoir Computing using Echo State Networks
Pyrcn
⭐
45
A Python 3 framework for Reservoir Computing with a scikit-learn-compatible API.
Echoes
⭐
26
Machine Learning with Echo State Networks, a scikit-learn compatible package.
Rnn Rc Chaos
⭐
23
RNN architectures trained with Backpropagation and Reservoir Computing (RC) methods for forecasting high-dimensional chaotic dynamical systems.
Net
⭐
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
⭐
23
Multi-variate time series classification with a bi-directional ESN with a readout implemented as a deep neural network.
Reservoir
⭐
22
Code for Reservoir computing (Echo state network)
Evodynamic
⭐
19
EvoDynamic seeks to evolve and develop suitable discrete dynamic models of self-organizing systems based on local interactions.
Rctorch
⭐
16
a PyTorch based Reservoir Computing package with Automatic Hyper-Parameter Tuning
Sorn
⭐
16
PyPi Package of Self-Organizing Recurrent Neural Networks (SORN) and Neuro-robotics using OpenAI Gym
Simple_echo_state_network
⭐
14
Echo state network framework, NARMA10 dataset generator as an demonstration supplied.
Echos
⭐
9
Echo State Networks for Time Series Forecasting
Torchrc
⭐
8
An organized collection of Reservoir Computing models and techniques that is well-integrated within the PyTorch API.
Handson_reservoir
⭐
6
Repository for paper "Hands-on reservoir computing" (NCE, 2022)
Nmsat
⭐
6
Simulate and analyse complex microcircuits
Reservoir Persistent Memory
⭐
6
Simulation code of the paper "Persistent Memory in Single Node Delay-Coupled Reservoir Computing"
Esnpy
⭐
5
Out-of-the-box framework for Echo State Networks
Reservoirr
⭐
5
Experimental R interface for ReservoirPy
Related Searches
Machine Learning Reservoir Computing (26)
Reservoir Computing Echo State Networks (21)
Recurrent Neural Networks Reservoir Computing (20)
Python Reservoir Computing (18)
1-24 of 24 search results
Privacy
|
About
|
Terms
|
Follow Us On Twitter
Copyright 2018-2024 Awesome Open Source. All rights reserved.