Alternatives and similar repositories for PyRCN:

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

• blindedjoy / RcTorch
  a PyTorch based Reservoir Computing package with Automatic Hyper-Parameter Tuning
  ☆43Updated 2 years ago
• stefanonardo / pytorch-esn
  An Echo State Network module for PyTorch.
  ☆217Updated last year
• quantinfo / ng-rc-paper-code
  Code for the paper "Next Generation Reservoir Computing"
  ☆166Updated 3 years ago
• kalekiu / easyesn
  Python library for Reservoir Computing using Echo State Networks
  ☆134Updated 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…
  ☆466Updated 6 months ago
• reservoirpy / reservoirpy
  A simple and flexible code for Reservoir Computing architectures like Echo State Networks
  ☆480Updated 3 months ago
• pvlachas / RNN-RC-Chaos
  RNN architectures trained with Backpropagation and Reservoir Computing (RC) methods for forecasting high-dimensional chaotic dynamical sy…
  ☆93Updated last year
• lucapedrelli / DeepESN
  Deep Echo State Network (DeepESN) Python library
  ☆118Updated 5 years ago
• gallicch / EulerStateNetworks
  ☆16Updated 11 months ago
• reservoirpy / awesome-reservoir-computing
  Awesome tutorials, papers, projects and tools for Reservoir Computing techniques like Echo State Networks (ESN).
  ☆45Updated 3 years ago
• cknd / pyESN
  Echo State Networks in Python
  ☆304Updated 4 years ago
• stevenabreu7 / handson_reservoir
  Repository for paper "Hands-on reservoir computing" (NCE, 2022)
  ☆27Updated last year
• fabridamicelli / echoes
  Machine Learning with Echo State Networks, a scikit-learn compatible package.
  ☆38Updated last month
• 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.
  ☆367Updated last month
• ciortanmadalina / EchoStateNetwork
  ☆26Updated 5 years ago
• IGITUGraz / LSM
  Liquid State Machines in Python and NEST
  ☆69Updated 4 years ago
• Devrim-Celik / simple_echo_state_network
  Echo state network framework, NARMA10 dataset generator as an demonstration supplied.
  ☆18Updated 6 years ago
• pvlachas / RNN-Lyapunov-Spectrum
  A data-driven method to calculate the Lyapunov exponent of a dynamical system employing a GRU-RNN.
  ☆41Updated 6 months ago
• jiahao42 / Reservoir
  Code for Reservoir computing (Echo state network)
  ☆59Updated 6 years 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)
  ☆17Updated 3 years ago
• oshapio / Efficient-Cross-Validation-of-Echo-State-Networks
  Code for "Efficient Implementations of Echo State Network Cross-Validation"
  ☆10Updated 2 years ago
• williamgilpin / fnn
  Embed strange attractors using a regularizer for autoencoders
  ☆133Updated 3 years ago
• stefanonardo / echo-state-network
  Matlab implementation of Echo State Network (reservoir computing)
  ☆25Updated 7 years ago
• manu-mannattil / nolitsa
  A Python module implementing some standard algorithms used in nonlinear time series analysis
  ☆180Updated 11 months ago
• sylvchev / simple_esn
  simple Echo State Networks integrated with scikit-learn
  ☆26Updated 5 years ago
• nengo / keras-lmu
  Keras implementation of Legendre Memory Units
  ☆212Updated 7 months ago
• Andrea-V / Echo-State-Network-with-Intrinsic-Plasticity
  A MATLAB implementation of an Echo State Network, using an unsupervised learning rule for pre-training the reservoir called Intrinsic Pla…
  ☆10Updated 6 years ago
• IGITUGraz / L2L
  Learning to Learn: Gradient-free Optimization framework
  ☆36Updated 3 years ago
• alirezag / matlab-esn
  A flexible and extensible echo state network framework for Matlab
  ☆20Updated 7 years ago
• bjkomer / pytorch-legendre-memory-unit
  Implementation of the Legendre Memory Unit in PyTorch
  ☆22Updated 5 years ago