Alternatives and similar repositories for EchoTorch

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

• stefanonardo / pytorch-esn
  An Echo State Network module for PyTorch.
  ☆232Updated last month
• cknd / pyESN
  Echo State Networks in Python
  ☆314Updated 5 years ago
• kalekiu / easyesn
  Python library for Reservoir Computing using Echo State Networks
  ☆140Updated 4 years ago
• reservoirpy / reservoirpy
  A simple and flexible code for Reservoir Computing architectures like Echo State Networks
  ☆581Updated 2 weeks ago
• jiahao42 / Reservoir
  Code for Reservoir computing (Echo state network)
  ☆60Updated 7 years ago
• lucapedrelli / DeepESN
  Deep Echo State Network (DeepESN) Python library
  ☆124Updated 7 months ago
• quantinfo / ng-rc-paper-code
  Code for the paper "Next Generation Reservoir Computing"
  ☆185Updated 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!
  ☆403Updated 8 months ago
• blindedjoy / RcTorch
  a PyTorch based Reservoir Computing package with Automatic Hyper-Parameter Tuning
  ☆46Updated 2 years ago
• PlasmaControl / PyRCN
  A Python 3 framework for Reservoir Computing with a scikit-learn-compatible API.
  ☆93Updated last year
• IGITUGraz / LSM
  Liquid State Machines in Python and NEST
  ☆75Updated 5 years ago
• alexander-rakhlin / ESN
  Echo State Networks
  ☆42Updated 10 years ago
• pvlachas / RNN-RC-Chaos
  RNN architectures trained with Backpropagation and Reservoir Computing (RC) methods for forecasting high-dimensional chaotic dynamical sy…
  ☆96Updated 2 years ago
• ciortanmadalina / EchoStateNetwork
  ☆26Updated 6 years ago
• reservoirpy / awesome-reservoir-computing
  Awesome tutorials, papers, projects and tools for Reservoir Computing techniques like Echo State Networks (ESN).
  ☆54Updated 4 years ago
• manu-mannattil / nolitsa
  A Python module implementing some standard algorithms used in nonlinear time series analysis
  ☆188Updated last year
• google / ihmehimmeli
  ☆143Updated 4 years ago
• williamgilpin / fnn
  Embed strange attractors using a regularizer for autoencoders
  ☆133Updated 4 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)
  ☆22Updated 3 years ago
• gallicch / EulerStateNetworks
  ☆19Updated last year
• gallicch / DeepRC-TF
  ☆25Updated 4 years ago
• sylvchev / simple_esn
  simple Echo State Networks integrated with scikit-learn
  ☆26Updated 5 years ago
• MaterialMan / CHARC
  Source code for the CHAracterisation of Reservoir Computers (CHARC) framework
  ☆10Updated 5 years ago
• nengo / keras-lmu
  Keras implementation of Legendre Memory Units
  ☆214Updated 3 weeks ago
• ricardodeazambuja / Bee
  The Spiking Reservoir (Liquid State Machine - LSM) Simulator
  ☆60Updated 2 years ago
• OverLordGoldDragon / see-rnn
  RNN and general weights, gradients, & activations visualization in Keras & TensorFlow
  ☆181Updated last year
• Devrim-Celik / simple_echo_state_network
  Echo state network framework, NARMA10 dataset generator as an demonstration supplied.
  ☆20Updated 7 years ago
• anilkagak2 / FPTT
  Training Recurrent Neural Networks via Forward Propagation Through Time
  ☆42Updated 4 years ago
• pvlachas / RNN-Lyapunov-Spectrum
  A data-driven method to calculate the Lyapunov exponent of a dynamical system employing a GRU-RNN.
  ☆47Updated last year
• BasBuller / PySNN
  Efficient Spiking Neural Network framework, built on top of PyTorch for GPU acceleration
  ☆231Updated last year