Alternatives and similar repositories for PyRCN

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

• quantinfo / ng-rc-paper-code
  Code for the paper "Next Generation Reservoir Computing"
  ☆179Updated 3 years ago
• kalekiu / easyesn
  Python library for Reservoir Computing using Echo State Networks
  ☆137Updated 4 years ago
• stefanonardo / pytorch-esn
  An Echo State Network module for PyTorch.
  ☆226Updated 2 years ago
• blindedjoy / RcTorch
  a PyTorch based Reservoir Computing package with Automatic Hyper-Parameter Tuning
  ☆44Updated 2 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…
  ☆475Updated last year
• reservoirpy / awesome-reservoir-computing
  Awesome tutorials, papers, projects and tools for Reservoir Computing techniques like Echo State Networks (ESN).
  ☆54Updated 3 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
• reservoirpy / reservoirpy
  A simple and flexible code for Reservoir Computing architectures like Echo State Networks
  ☆558Updated last week
• fabridamicelli / echoes
  Machine Learning with Echo State Networks, a scikit-learn compatible package.
  ☆44Updated 2 months ago
• lucapedrelli / DeepESN
  Deep Echo State Network (DeepESN) Python library
  ☆123Updated 3 months ago
• manu-mannattil / nolitsa
  A Python module implementing some standard algorithms used in nonlinear time series analysis
  ☆187Updated last year
• cknd / pyESN
  Echo State Networks in Python
  ☆312Updated 5 years ago
• williamgilpin / fnn
  Embed strange attractors using a regularizer for autoencoders
  ☆133Updated 4 years 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!
  ☆390Updated 4 months ago
• HHalva / hmnlica
  Code for Hidden Markov Nonlinear ICA
  ☆24Updated 3 years ago
• ciortanmadalina / EchoStateNetwork
  ☆26Updated 6 years ago
• gallicch / EulerStateNetworks
  ☆17Updated last year
• Saran-nns / sorn
  PyPi Package of Self-Organizing Recurrent Neural Networks (SORN) and Neuro-robotics using OpenAI Gym
  ☆38Updated 11 months ago
• pvlachas / RNN-Lyapunov-Spectrum
  A data-driven method to calculate the Lyapunov exponent of a dynamical system employing a GRU-RNN.
  ☆45Updated last year
• Devrim-Celik / simple_echo_state_network
  Echo state network framework, NARMA10 dataset generator as an demonstration supplied.
  ☆19Updated 7 years ago
• qu-gg / torch-neural-ssm
  Neural State-Space Models and Latent Dynamics Functions in PyTorch for High-Dimensional Forecasting
  ☆49Updated 7 months ago
• stevenabreu7 / handson_reservoir
  Repository for paper "Hands-on reservoir computing" (NCE, 2022)
  ☆27Updated 2 years ago
• IGITUGraz / L2L
  Learning to Learn: Gradient-free Optimization framework
  ☆36Updated 4 years ago
• helange23 / from_fourier_to_koopman
  Linear and non-linear spectral forecasting algorithms
  ☆137Updated 4 years ago
• jiahao42 / Reservoir
  Code for Reservoir computing (Echo state network)
  ☆60Updated 6 years ago
• nengo / keras-lmu
  Keras implementation of Legendre Memory Units
  ☆215Updated 3 weeks ago
• cvxgrp / signal-decomposition
  A simple and general framework for signal decomposition
  ☆68Updated 6 months ago
• paulbrodersen / entropy_estimators
  Estimators for the entropy and other information theoretic quantities of continuous distributions
  ☆143Updated last year
• llbxg / hundun
  🦋 hundun is a python library for the exploration of chaos.
  ☆13Updated 2 years ago