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.
  ☆226Updated 2 weeks ago
• cknd / pyESN
  Echo State Networks in Python
  ☆314Updated 5 years ago
• kalekiu / easyesn
  Python library for Reservoir Computing using Echo State Networks
  ☆138Updated 4 years ago
• reservoirpy / reservoirpy
  A simple and flexible code for Reservoir Computing architectures like Echo State Networks
  ☆566Updated last week
• jiahao42 / Reservoir
  Code for Reservoir computing (Echo state network)
  ☆60Updated 6 years ago
• quantinfo / ng-rc-paper-code
  Code for the paper "Next Generation Reservoir Computing"
  ☆181Updated 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!
  ☆394Updated 6 months ago
• lucapedrelli / DeepESN
  Deep Echo State Network (DeepESN) Python library
  ☆124Updated 5 months ago
• blindedjoy / RcTorch
  a PyTorch based Reservoir Computing package with Automatic Hyper-Parameter Tuning
  ☆45Updated 2 years ago
• PlasmaControl / PyRCN
  A Python 3 framework for Reservoir Computing with a scikit-learn-compatible API.
  ☆92Updated last year
• ciortanmadalina / EchoStateNetwork
  ☆26Updated 6 years ago
• IGITUGraz / LSM
  Liquid State Machines in Python and NEST
  ☆73Updated 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
• alexander-rakhlin / ESN
  Echo State Networks
  ☆42Updated 9 years ago
• nengo / keras-lmu
  Keras implementation of Legendre Memory Units
  ☆215Updated 2 months ago
• gallicch / EulerStateNetworks
  ☆18Updated last year
• gallicch / DeepRC-TF
  ☆25Updated 4 years ago
• MaterialMan / CHARC
  Source code for the CHAracterisation of Reservoir Computers (CHARC) framework
  ☆10Updated 5 years ago
• williamgilpin / fnn
  Embed strange attractors using a regularizer for autoencoders
  ☆133Updated 4 years ago
• ricardodeazambuja / Bee
  The Spiking Reservoir (Liquid State Machine - LSM) Simulator
  ☆58Updated 2 years ago
• google / ihmehimmeli
  ☆142Updated 4 years ago
• BINDS-LAB-UMASS / bindsnet
  Simulation of spiking neural networks (SNNs) using PyTorch.
  ☆43Updated last year
• francesco-mannella / Echo-State-Networks
  Echo State Networks with TensorFlow
  ☆37Updated 5 years ago
• manu-mannattil / nolitsa
  A Python module implementing some standard algorithms used in nonlinear time series analysis
  ☆188Updated last year
• OverLordGoldDragon / see-rnn
  RNN and general weights, gradients, & activations visualization in Keras & TensorFlow
  ☆181Updated last year
• BerenMillidge / PredictiveCodingBackprop
  Code for the paper "Predictive Coding Approximates Backprop along Arbitrary Computation Graphs"
  ☆160Updated 4 years ago
• BasBuller / PySNN
  Efficient Spiking Neural Network framework, built on top of PyTorch for GPU acceleration
  ☆229Updated last year
• neuronalX / Oger
  Oger is a toolbox mainly used for Reservoir Computing neural networks, such as Echo State Networks (ESN) and Liquid State Machines (LSM)
  ☆19Updated 3 years ago
• patrick-kidger / NeuralCDE
  Code for "Neural Controlled Differential Equations for Irregular Time Series" (Neurips 2020 Spotlight)
  ☆664Updated 2 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