Alternatives and similar repositories for EchoTorch:

Users that are interested in EchoTorch are comparing it to the libraries listed below

• stefanonardo / pytorch-esn
  An Echo State Network module for PyTorch.
  ☆217Updated 2 years ago
• cknd / pyESN
  Echo State Networks in Python
  ☆303Updated 4 years ago
• kalekiu / easyesn
  Python library for Reservoir Computing using Echo State Networks
  ☆135Updated 4 years ago
• reservoirpy / reservoirpy
  A simple and flexible code for Reservoir Computing architectures like Echo State Networks
  ☆494Updated this week
• jiahao42 / Reservoir
  Code for Reservoir computing (Echo state network)
  ☆59Updated 6 years ago
• lucapedrelli / DeepESN
  Deep Echo State Network (DeepESN) Python library
  ☆118Updated 5 years ago
• quantinfo / ng-rc-paper-code
  Code for the paper "Next Generation Reservoir Computing"
  ☆167Updated 3 years ago
• FilippoMB / Time-series-classification-and-clustering-with-Reservoir-Computing
  Library for implementing reservoir computing models (echo state networks) for multivariate time series classification and clustering.
  ☆373Updated last week
• blindedjoy / RcTorch
  a PyTorch based Reservoir Computing package with Automatic Hyper-Parameter Tuning
  ☆44Updated 2 years ago
• PlasmaControl / PyRCN
  A Python 3 framework for Reservoir Computing with a scikit-learn-compatible API.
  ☆91Updated 7 months ago
• pvlachas / RNN-RC-Chaos
  RNN architectures trained with Backpropagation and Reservoir Computing (RC) methods for forecasting high-dimensional chaotic dynamical sy…
  ☆94Updated last year
• alexander-rakhlin / ESN
  Echo State Networks
  ☆40Updated 9 years ago
• ciortanmadalina / EchoStateNetwork
  ☆26Updated 5 years ago
• IGITUGraz / LSM
  Liquid State Machines in Python and NEST
  ☆69Updated 4 years ago
• gallicch / EulerStateNetworks
  ☆16Updated last year
• Devrim-Celik / simple_echo_state_network
  Echo state network framework, NARMA10 dataset generator as an demonstration supplied.
  ☆18Updated 7 years ago
• manu-mannattil / nolitsa
  A Python module implementing some standard algorithms used in nonlinear time series analysis
  ☆180Updated last year
• gallicch / DeepRC-TF
  ☆24Updated 3 years ago
• nengo / keras-lmu
  Keras implementation of Legendre Memory Units
  ☆212Updated 7 months ago
• reservoirpy / awesome-reservoir-computing
  Awesome tutorials, papers, projects and tools for Reservoir Computing techniques like Echo State Networks (ESN).
  ☆46Updated 3 years ago
• dsiufl / Reservoir-Computing
  Tutorial on reservoir computing with an example on spoken digit recognition.
  ☆11Updated 8 years ago
• sylvchev / simple_esn
  simple Echo State Networks integrated with scikit-learn
  ☆26Updated 5 years ago
• MaterialMan / CHARC
  Source code for the CHAracterisation of Reservoir Computers (CHARC) framework
  ☆9Updated 5 years ago
• BasBuller / PySNN
  Efficient Spiking Neural Network framework, built on top of PyTorch for GPU acceleration
  ☆223Updated 7 months ago
• google / ihmehimmeli
  ☆141Updated 3 years ago
• ricardodeazambuja / Bee
  The Spiking Reservoir (Liquid State Machine - LSM) Simulator
  ☆55Updated last year
• stevenabreu7 / handson_reservoir
  Repository for paper "Hands-on reservoir computing" (NCE, 2022)
  ☆27Updated last year
• E-Renshaw / kuramoto-sivashinsky
  A simulation of the Kuramoto-Sivashinsky Equation in Python and MATLAB
  ☆25Updated 6 years ago
• francesco-mannella / Echo-State-Networks
  Echo State Networks with TensorFlow
  ☆37Updated 4 years ago
• jdppthk / parallelized-reservoir-computing
  This repository contains code for parallelized prediction of spatiotemporal chaotic data using reservoir computing as described in the pa…
  ☆34Updated 5 years ago