Alternatives and similar repositories for DeepRC-TF:

Users that are interested in DeepRC-TF are comparing it to the libraries listed below

• gallicch / EulerStateNetworks
  ☆16Updated last year
• stefanonardo / pytorch-esn
  An Echo State Network module for PyTorch.
  ☆217Updated 2 years ago
• blindedjoy / RcTorch
  a PyTorch based Reservoir Computing package with Automatic Hyper-Parameter Tuning
  ☆44Updated 2 years ago
• reservoirpy / awesome-reservoir-computing
  Awesome tutorials, papers, projects and tools for Reservoir Computing techniques like Echo State Networks (ESN).
  ☆46Updated 3 years ago
• lucapedrelli / DeepESN
  Deep Echo State Network (DeepESN) Python library
  ☆118Updated 5 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 and clustering.
  ☆373Updated last week
• PlasmaControl / PyRCN
  A Python 3 framework for Reservoir Computing with a scikit-learn-compatible API.
  ☆91Updated 7 months ago
• jiahao42 / Reservoir
  Code for Reservoir computing (Echo state network)
  ☆59Updated 6 years ago
• kalekiu / easyesn
  Python library for Reservoir Computing using Echo State Networks
  ☆135Updated 4 years ago
• quantinfo / ng-rc-paper-code
  Code for the paper "Next Generation Reservoir Computing"
  ☆167Updated 3 years ago
• pvlachas / RNN-RC-Chaos
  RNN architectures trained with Backpropagation and Reservoir Computing (RC) methods for forecasting high-dimensional chaotic dynamical sy…
  ☆94Updated last year
• ciortanmadalina / EchoStateNetwork
  ☆26Updated 5 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…
  ☆467Updated 7 months ago
• cknd / pyESN
  Echo State Networks in Python
  ☆303Updated 4 years ago
• mlech26l / ode-lstms
  Code repository of the paper Learning Long-Term Dependencies in Irregularly-Sampled Time Series
  ☆113Updated last year
• siloekse / PythonESN
  ☆24Updated 8 years ago
• E-Renshaw / kuramoto-sivashinsky
  A simulation of the Kuramoto-Sivashinsky Equation in Python and MATLAB
  ☆25Updated 6 years ago
• reservoirpy / reservoirpy
  A simple and flexible code for Reservoir Computing architectures like Echo State Networks
  ☆494Updated this week
• alirezag / matlab-esn
  A flexible and extensible echo state network framework for Matlab
  ☆20Updated 7 years ago
• jambo6 / neuralRDEs
  Code for: "Neural Rough Differential Equations for Long Time Series", (ICML 2021)
  ☆115Updated 3 years ago
• nmheim / torsk
  An echo state network (ESN) for video prediction
  ☆10Updated 4 years ago
• Devrim-Celik / simple_echo_state_network
  Echo state network framework, NARMA10 dataset generator as an demonstration supplied.
  ☆18Updated 7 years ago
• danieleds / TorchRC
  An organized collection of Reservoir Computing models and techniques that is well-integrated within the PyTorch API.
  ☆18Updated 2 years ago
• pvlachas / RNN-Lyapunov-Spectrum
  A data-driven method to calculate the Lyapunov exponent of a dynamical system employing a GRU-RNN.
  ☆41Updated 7 months ago
• OverLordGoldDragon / see-rnn
  RNN and general weights, gradients, & activations visualization in Keras & TensorFlow
  ☆181Updated last year
• time-series-machine-learning / tsml-repo
  Discussion, problems and donations of data hosted at
  ☆47Updated last year
• sylvchev / simple_esn
  simple Echo State Networks integrated with scikit-learn
  ☆26Updated 5 years ago
• gatsby-sahani / gp-sde
  ☆13Updated last year
• MaterialMan / CHARC
  Source code for the CHAracterisation of Reservoir Computers (CHARC) framework
  ☆9Updated 5 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)
  ☆18Updated 3 years ago