Alternatives and similar repositories for RcTorch

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

• quantinfo / ng-rc-paper-code
  Code for the paper "Next Generation Reservoir Computing"
  ☆180Updated 4 years ago
• pvlachas / RNN-RC-Chaos
  RNN architectures trained with Backpropagation and Reservoir Computing (RC) methods for forecasting high-dimensional chaotic dynamical sy…
  ☆95Updated 2 years ago
• PlasmaControl / PyRCN
  A Python 3 framework for Reservoir Computing with a scikit-learn-compatible API.
  ☆92Updated last year
• pvlachas / RNN-Lyapunov-Spectrum
  A data-driven method to calculate the Lyapunov exponent of a dynamical system employing a GRU-RNN.
  ☆45Updated last year
• nschaetti / EchoTorch
  A Python toolkit for Reservoir Computing and Echo State Network experimentation based on pyTorch. EchoTorch is the only Python module ava…
  ☆475Updated last year
• reservoirpy / reservoirpy
  A simple and flexible code for Reservoir Computing architectures like Echo State Networks
  ☆559Updated this week
• stefanonardo / pytorch-esn
  An Echo State Network module for PyTorch.
  ☆226Updated 2 weeks ago
• kalekiu / easyesn
  Python library for Reservoir Computing using Echo State Networks
  ☆137Updated 4 years ago
• jiahao42 / Reservoir
  Code for Reservoir computing (Echo state network)
  ☆60Updated 6 years ago
• E-Renshaw / kuramoto-sivashinsky
  A simulation of the Kuramoto-Sivashinsky Equation in Python and MATLAB
  ☆26Updated 6 years ago
• reservoirpy / awesome-reservoir-computing
  Awesome tutorials, papers, projects and tools for Reservoir Computing techniques like Echo State Networks (ESN).
  ☆54Updated 3 years ago
• helange23 / from_fourier_to_koopman
  Linear and non-linear spectral forecasting algorithms
  ☆137Updated 4 years ago
• lucapedrelli / DeepESN
  Deep Echo State Network (DeepESN) Python library
  ☆123Updated 4 months ago
• japlatt / BasicReservoirComputing
  Implementation of a reservoir computer with functions to optimize the parameters and calculate the Lyapunov exponents
  ☆29Updated 3 years ago
• erichson / koopmanAE
  Consistent Koopman Autoencoders
  ☆74Updated 2 years ago
• josephbakarji / deep-delay-autoencoder
  Discovers high dimensional models from 1D data using deep delay autoencoders
  ☆36Updated 2 years ago
• sdascoli / odeformer
  ☆66Updated last year
• gallicch / EulerStateNetworks
  ☆17Updated last year
• cknd / pyESN
  Echo State Networks in Python
  ☆312Updated 5 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…
  ☆37Updated 5 years ago
• mlech26l / ode-lstms
  Code repository of the paper Learning Long-Term Dependencies in Irregularly-Sampled Time Series
  ☆119Updated 2 years ago
• kpchamp / SindyAutoencoders
  ☆365Updated 3 years ago
• stevenabreu7 / handson_reservoir
  Repository for paper "Hands-on reservoir computing" (NCE, 2022)
  ☆28Updated 2 years ago
• samuelkim314 / DeepSymReg
  Official repository for the paper "Integration of Neural Network-Based Symbolic Regression in Deep Learning for Scientific Discovery"
  ☆76Updated 2 years ago
• GilpinLab / dysts
  Hundreds of strange attractors
  ☆487Updated this week
• luckystarufo / pySINDy
  SINDy (Sparse Identification of Nonlinear Dynamics) algorithms
  ☆79Updated 2 years ago
• qu-gg / torch-neural-ssm
  Neural State-Space Models and Latent Dynamics Functions in PyTorch for High-Dimensional Forecasting
  ☆50Updated 8 months ago
• IGITUGraz / LSM
  Liquid State Machines in Python and NEST
  ☆72Updated 4 years ago
• FilippoMB / Time-series-classification-and-clustering-with-Reservoir-Computing
  Implement Reservoir Computing models for time series classification, clustering, forecasting, and much more!
  ☆392Updated 5 months ago
• NickGeneva / blog-code
  Code and files related to random side projects
  ☆21Updated 3 years ago