blindedjoy / RcTorch

Related projects ⓘ

Alternatives and complementary repositories for RcTorch

• pvlachas / RNN-RC-Chaos
  RNN architectures trained with Backpropagation and Reservoir Computing (RC) methods for forecasting high-dimensional chaotic dynamical sy…
  ☆87Updated last year
• PlasmaControl / PyRCN
  A Python 3 framework for Reservoir Computing with a scikit-learn-compatible API.
  ☆89Updated 3 months ago
• quantinfo / ng-rc-paper-code
  Code for the paper "Next Generation Reservoir Computing"
  ☆158Updated 3 years ago
• pvlachas / RNN-Lyapunov-Spectrum
  A data-driven method to calculate the Lyapunov exponent of a dynamical system employing a GRU-RNN.
  ☆40Updated 3 months ago
• stefanonardo / pytorch-esn
  An Echo State Network module for PyTorch.
  ☆216Updated last year
• kalekiu / easyesn
  Python library for Reservoir Computing using Echo State Networks
  ☆131Updated 3 years ago
• E-Renshaw / kuramoto-sivashinsky
  A simulation of the Kuramoto-Sivashinsky Equation in Python and MATLAB
  ☆25Updated 5 years ago
• lucapedrelli / DeepESN
  Deep Echo State Network (DeepESN) Python library
  ☆114Updated 4 years ago
• nschaetti / EchoTorch
  A Python toolkit for Reservoir Computing and Echo State Network experimentation based on pyTorch. EchoTorch is the only Python module ava…
  ☆453Updated 3 months ago
• reservoirpy / reservoirpy
  A simple and flexible code for Reservoir Computing architectures like Echo State Networks
  ☆427Updated 2 months ago
• jiahao42 / Reservoir
  Code for Reservoir computing (Echo state network)
  ☆56Updated 6 years ago
• josephbakarji / deep-delay-autoencoder
  Discovers high dimensional models from 1D data using deep delay autoencoders
  ☆29Updated last year
• jdppthk / parallelized-reservoir-computing
  This repository contains code for parallelized prediction of spatiotemporal chaotic data using reservoir computing as described in the pa…
  ☆32Updated 4 years ago
• japlatt / BasicReservoirComputing
  Implementation of a reservoir computer with functions to optimize the parameters and calculate the Lyapunov exponents
  ☆26Updated 2 years ago
• gallicch / EulerStateNetworks
  ☆15Updated 8 months ago
• neuronalX / Oger
  Oger is a toolbox mainly used for Reservoir Computing neural networks, such as Echo State Networks (ESN) and Liquid State Machines (LSM)
  ☆16Updated 2 years ago
• sdascoli / odeformer
  ☆43Updated 2 months ago
• reservoirpy / awesome-reservoir-computing
  Awesome tutorials, papers, projects and tools for Reservoir Computing techniques like Echo State Networks (ESN).
  ☆40Updated 2 years ago
• stefanonardo / echo-state-network
  Matlab implementation of Echo State Network (reservoir computing)
  ☆23Updated 7 years ago
• cknd / pyESN
  Echo State Networks in Python
  ☆296Updated 4 years ago
• Devrim-Celik / simple_echo_state_network
  Echo state network framework, NARMA10 dataset generator as an demonstration supplied.
  ☆18Updated 6 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.
  ☆347Updated 7 months ago
• ashesh6810 / RCESN_spatio_temporal
  Spatio-temporal forecasting of Lorenz96 with RC-ESN, RNN-LSTM and ANN
  ☆37Updated 4 years ago
• erichson / koopmanAE
  Consistent Koopman Autoencoders
  ☆65Updated last year
• Saran-nns / sorn
  PyPi Package of Self-Organizing Recurrent Neural Networks (SORN) and Neuro-robotics using OpenAI Gym
  ☆34Updated 2 months ago
• stevenabreu7 / handson_reservoir
  Repository for paper "Hands-on reservoir computing" (NCE, 2022)
  ☆24Updated last year
• ThomasSavary08 / Lyapynov
  Python package to compute Lyapunov exponents, covariant Lyapunov vectors (CLV) and adjoints of a dynamical systems.
  ☆15Updated 7 months ago
• gatsby-sahani / gp-sde
  ☆12Updated last year
• ciortanmadalina / EchoStateNetwork
  ☆26Updated 5 years ago
• Gothos / LRU-pytorch
  Unofficial implementation of Linear Recurrent Units, by Deepmind, in Pytorch
  ☆59Updated last year