Alternatives and similar repositories for EchoStateNetwork

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

• lucapedrelli / DeepESN
  Deep Echo State Network (DeepESN) Python library
  ☆123Updated 3 months ago
• kalekiu / easyesn
  Python library for Reservoir Computing using Echo State Networks
  ☆136Updated 4 years ago
• stefanonardo / pytorch-esn
  An Echo State Network module for PyTorch.
  ☆224Updated 2 years ago
• cknd / pyESN
  Echo State Networks in Python
  ☆309Updated 5 years ago
• IGITUGraz / LSM
  Liquid State Machines in Python and NEST
  ☆72Updated 4 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…
  ☆472Updated 11 months ago
• PlasmaControl / PyRCN
  A Python 3 framework for Reservoir Computing with a scikit-learn-compatible API.
  ☆92Updated last year
• OverLordGoldDragon / see-rnn
  RNN and general weights, gradients, & activations visualization in Keras & TensorFlow
  ☆181Updated last year
• nengo / keras-lmu
  Keras implementation of Legendre Memory Units
  ☆215Updated last week
• FilippoMB / Time-series-classification-and-clustering-with-Reservoir-Computing
  Implement Reservoir Computing models for time series classification, clustering, forecasting, and much more!
  ☆387Updated 4 months ago
• williamgilpin / fnn
  Embed strange attractors using a regularizer for autoencoders
  ☆133Updated 4 years ago
• emanuel-metzenthin / Lime-For-Time
  Application of the LIME algorithm by Marco Tulio Ribeiro, Sameer Singh, Carlos Guestrin to the domain of time series classification
  ☆96Updated last year
• siloekse / PythonESN
  ☆24Updated 8 years ago
• patrick-kidger / generalised_shapelets
  Code for "Generalised Interpretable Shapelets for Irregular Time Series"
  ☆57Updated 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).
  ☆52Updated 3 years ago
• mnf2014 / article_fft_wavelet_ecg
  article feature extraction time series
  ☆42Updated 5 years ago
• Devrim-Celik / simple_echo_state_network
  Echo state network framework, NARMA10 dataset generator as an demonstration supplied.
  ☆19Updated 7 years ago
• FlorentF9 / DESOM
  Deep Embedded Self-Organizing Map: Joint Representation Learning and Self-Organization
  ☆97Updated last year
• zhulingchen / tfp-tutorial
  TensorFlow Probability Tutorial
  ☆37Updated 5 years ago
• jiahao42 / Reservoir
  Code for Reservoir computing (Echo state network)
  ☆59Updated 6 years ago
• ratschlab / dpsom
  Code associated with ACM-CHIL 21 paper 'T-DPSOM - An Interpretable Clustering Method for Unsupervised Learning of Patient Health States'
  ☆69Updated 4 years ago
• NLeSC / mcfly-tutorial
  tutorial for mcfly repository
  ☆79Updated 2 years ago
• deryckt / TIRE
  Autoencoder-based Change Point Detection in Time Series Data using a Time-Invariant Representation
  ☆39Updated 3 years ago
• gallicch / EulerStateNetworks
  ☆17Updated last year
• sylvchev / simple_esn
  simple Echo State Networks integrated with scikit-learn
  ☆26Updated 5 years ago
• tk-rusch / coRNN
  Official code for Coupled Oscillatory RNN (ICLR 2021, Oral)
  ☆45Updated 3 years ago
• alexander-rakhlin / ESN
  Echo State Networks
  ☆42Updated 9 years ago
• cc-skuehn / Manifold_Learning
  Worked examples about manifold learning using sklearn and jupyter
  ☆51Updated 6 years ago
• hmorioka / TCL
  Time-Contrastive Learning
  ☆65Updated 7 years ago