Alternatives and similar repositories for ESN:

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

• lucapedrelli / DeepESN
  Deep Echo State Network (DeepESN) Python library
  ☆120Updated 5 years ago
• sylvchev / simple_esn
  simple Echo State Networks integrated with scikit-learn
  ☆26Updated 5 years ago
• stefanonardo / pytorch-esn
  An Echo State Network module for PyTorch.
  ☆220Updated 2 years ago
• cknd / pyESN
  Echo State Networks in Python
  ☆304Updated 4 years ago
• jiahao42 / Reservoir
  Code for Reservoir computing (Echo state network)
  ☆59Updated 6 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…
  ☆468Updated 8 months ago
• kalekiu / easyesn
  Python library for Reservoir Computing using Echo State Networks
  ☆135Updated 4 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
  ☆38Updated 4 years ago
• MaterialMan / CHARC
  Source code for the CHAracterisation of Reservoir Computers (CHARC) framework
  ☆9Updated 5 years ago
• ciortanmadalina / EchoStateNetwork
  ☆26Updated 6 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…
  ☆375Updated 3 weeks ago
• blindedjoy / RcTorch
  a PyTorch based Reservoir Computing package with Automatic Hyper-Parameter Tuning
  ☆44Updated 2 years ago
• FilippoMB / Bidirectional-Deep-readout-Echo-State-Network
  Multivariate time series classification with a bi-directional ESN with a deep neural network readout.
  ☆25Updated 3 weeks ago
• stefanonardo / echo-state-network
  Matlab implementation of Echo State Network (reservoir computing)
  ☆25Updated 7 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
• IGITUGraz / LSM
  Liquid State Machines in Python and NEST
  ☆70Updated 4 years ago
• alirezag / matlab-esn
  A flexible and extensible echo state network framework for Matlab
  ☆20Updated 7 years ago
• awerries / online-svr
  Implementation of Accurate Online Support Vector Regression in Python.
  ☆86Updated 5 years ago
• dongkuanx27 / DeepTrends
  Tensorized LSTM with Adaptive Shared Memory for Learning Trends in Multivariate Time Series (AAAI'20)
  ☆47Updated 3 years ago
• KurochkinAlexey / ConvRNN
  Pytorch implementation of Autoregressive Convolutional Recurrent Neural Network for Univariate and Multivariate Time Series Prediction ht…
  ☆42Updated 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
• mtzoufras / Echo_State_Network_with_a_single_dynamical_node
  Demonstration of reservoir computing using a single dynamical node as described in: https://www.nature.com/articles/ncomms1476
  ☆10Updated 6 years ago
• gallicch / DeepRC-TF
  ☆24Updated 3 years ago
• yuqirose / tensor_train_RNN
  Clean repo for tensor-train RNN implemented in TensorFlow
  ☆69Updated 5 years ago
• gallicch / EulerStateNetworks
  ☆16Updated last year
• cauchyturing / Imaging-time-series-to-improve-classification-and-imputation
  Python 3.6+ (only)
  ☆112Updated 6 years ago
• ameybarapatre / ANFIS
  Fuzzy Q learning in Tensorflow , Training an ANFIS.
  ☆25Updated 6 years ago
• huipingcao / nmsu_yhao_ijcai2020
  This is the GitHub repository for our publication "A new attention mechanism to classify multivariate time series", by Yifan Hao and Huip…
  ☆29Updated 3 years ago
• qianlima-lab / ConvMESN
  The code for paper "Convolutional Multi-timescale Echo State Network"
  ☆12Updated 5 years ago