Alternatives and similar repositories for pytorch-esn

Users that are interested in pytorch-esn are comparing it to the libraries listed below

• cknd / pyESN
  Echo State Networks in Python
  ☆305Updated 5 years ago
• lucapedrelli / DeepESN
  Deep Echo State Network (DeepESN) Python library
  ☆121Updated last month
• nschaetti / EchoTorch
  A Python toolkit for Reservoir Computing and Echo State Network experimentation based on pyTorch. EchoTorch is the only Python module ava…
  ☆467Updated 10 months ago
• kalekiu / easyesn
  Python library for Reservoir Computing using Echo State Networks
  ☆135Updated 4 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, clustering, foreca…
  ☆381Updated 2 months ago
• jiahao42 / Reservoir
  Code for Reservoir computing (Echo state network)
  ☆59Updated 6 years ago
• PlasmaControl / PyRCN
  A Python 3 framework for Reservoir Computing with a scikit-learn-compatible API.
  ☆92Updated 10 months ago
• blindedjoy / RcTorch
  a PyTorch based Reservoir Computing package with Automatic Hyper-Parameter Tuning
  ☆43Updated 2 years ago
• quantinfo / ng-rc-paper-code
  Code for the paper "Next Generation Reservoir Computing"
  ☆175Updated 3 years ago
• reservoirpy / reservoirpy
  A simple and flexible code for Reservoir Computing architectures like Echo State Networks
  ☆530Updated 2 weeks ago
• ciortanmadalina / EchoStateNetwork
  ☆26Updated 6 years ago
• alexander-rakhlin / ESN
  Echo State Networks
  ☆42Updated 9 years ago
• sylvchev / simple_esn
  simple Echo State Networks integrated with scikit-learn
  ☆26Updated 5 years ago
• pvlachas / RNN-RC-Chaos
  RNN architectures trained with Backpropagation and Reservoir Computing (RC) methods for forecasting high-dimensional chaotic dynamical sy…
  ☆94Updated 2 years ago
• m-colombo / Tensorflow-EchoStateNetwork
  Echo state network implementation on tensorflow
  ☆69Updated 6 years ago
• francesco-mannella / Echo-State-Networks
  Echo State Networks with TensorFlow
  ☆37Updated 4 years ago
• IGITUGraz / LSM
  Liquid State Machines in Python and NEST
  ☆72Updated 4 years ago
• gallicch / EulerStateNetworks
  ☆16Updated last year
• pvlachas / RNN-Lyapunov-Spectrum
  A data-driven method to calculate the Lyapunov exponent of a dynamical system employing a GRU-RNN.
  ☆44Updated 10 months ago
• reservoirpy / awesome-reservoir-computing
  Awesome tutorials, papers, projects and tools for Reservoir Computing techniques like Echo State Networks (ESN).
  ☆51Updated 3 years ago
• madvn / CTRNN
  Python package that implements Continuous Time Recurrent Neural Networks (CTRNNs)
  ☆43Updated 3 years ago
• mlech26l / ode-lstms
  Code repository of the paper Learning Long-Term Dependencies in Irregularly-Sampled Time Series
  ☆114Updated 2 years ago
• ricardodeazambuja / Bee
  The Spiking Reservoir (Liquid State Machine - LSM) Simulator
  ☆58Updated last year
• Devrim-Celik / simple_echo_state_network
  Echo state network framework, NARMA10 dataset generator as an demonstration supplied.
  ☆18Updated 7 years ago
• gallicch / DeepRC-TF
  ☆24Updated 4 years ago
• manu-mannattil / nolitsa
  A Python module implementing some standard algorithms used in nonlinear time series analysis
  ☆183Updated last year
• williamgilpin / fnn
  Embed strange attractors using a regularizer for autoencoders
  ☆133Updated 3 years ago
• fabridamicelli / echoes
  Machine Learning with Echo State Networks, a scikit-learn compatible package.
  ☆40Updated last week
• oshapio / Efficient-Cross-Validation-of-Echo-State-Networks
  Code for "Efficient Implementations of Echo State Network Cross-Validation"
  ☆11Updated 3 years ago
• msmbuilder / vde
  Variational Autoencoder for Dimensionality Reduction of Time-Series
  ☆188Updated 3 years ago