Alternatives and similar repositories for DeepRC-TF

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

• kalekiu / easyesn
  Python library for Reservoir Computing using Echo State Networks
  ☆141Updated 4 years ago
• stefanonardo / pytorch-esn
  An Echo State Network module for PyTorch.
  ☆233Updated last month
• lucapedrelli / DeepESN
  Deep Echo State Network (DeepESN) Python library
  ☆126Updated 7 months ago
• nschaetti / EchoTorch
  A Python toolkit for Reservoir Computing and Echo State Network experimentation based on pyTorch. EchoTorch is the only Python module ava…
  ☆484Updated last year
• 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
• PlasmaControl / PyRCN
  A Python 3 framework for Reservoir Computing with a scikit-learn-compatible API.
  ☆93Updated last year
• gallicch / EulerStateNetworks
  ☆20Updated last year
• williamgilpin / fnn
  Embed strange attractors using a regularizer for autoencoders
  ☆135Updated 4 years ago
• quantinfo / ng-rc-paper-code
  Code for the paper "Next Generation Reservoir Computing"
  ☆186Updated 4 years ago
• cknd / pyESN
  Echo State Networks in Python
  ☆315Updated 5 years ago
• jambo6 / neuralRDEs
  Code for: "Neural Rough Differential Equations for Long Time Series", (ICML 2021)
  ☆121Updated 4 years ago
• blindedjoy / RcTorch
  a PyTorch based Reservoir Computing package with Automatic Hyper-Parameter Tuning
  ☆46Updated 2 years ago
• reservoirpy / awesome-reservoir-computing
  Awesome tutorials, papers, projects and tools for Reservoir Computing techniques like Echo State Networks (ESN).
  ☆57Updated 4 years ago
• ciortanmadalina / EchoStateNetwork
  ☆26Updated 6 years ago
• gatsby-sahani / gp-sde
  ☆15Updated 2 years ago
• FilippoMB / Time-series-classification-and-clustering-with-Reservoir-Computing
  Implement Reservoir Computing models for time series classification, clustering, forecasting, and much more!
  ☆407Updated 8 months ago
• mlech26l / ode-lstms
  Code repository of the paper Learning Long-Term Dependencies in Irregularly-Sampled Time Series
  ☆119Updated 2 years ago
• BruntonUWBio / STIMD
  ☆11Updated 7 years ago
• baptistar / BOCS
  Bayesian Optimization of Combinatorial Structures
  ☆99Updated 6 years ago
• helange23 / from_fourier_to_koopman
  Linear and non-linear spectral forecasting algorithms
  ☆138Updated 4 years ago
• patrick-kidger / Deep-Signature-Transforms
  Code for "Deep Signature Transforms" (NeurIPS 2019)
  ☆97Updated last year
• tgcsaba / GPSig
  Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances
  ☆50Updated 2 years ago
• danieleds / TorchRC
  An organized collection of Reservoir Computing models and techniques that is well-integrated within the PyTorch API.
  ☆17Updated 3 years ago
• OverLordGoldDragon / see-rnn
  RNN and general weights, gradients, & activations visualization in Keras & TensorFlow
  ☆181Updated last year
• lcdm-uiuc / PyIF
  An open source implementation to compute bi-variate Transfer Entropy.
  ☆31Updated 4 years ago
• ibm-research-tokyo / dybm
  Dynamic Boltzmann Machines
  ☆138Updated last year
• kormilitzin / the-signature-method-in-machine-learning
  Foundations and Applications
  ☆101Updated 5 years ago
• nengo / keras-lmu
  Keras implementation of Legendre Memory Units
  ☆214Updated 2 weeks ago
• reservoirpy / reservoirpy
  A simple and flexible code for Reservoir Computing architectures like Echo State Networks
  ☆592Updated last month
• manu-mannattil / nolitsa
  A Python module implementing some standard algorithms used in nonlinear time series analysis
  ☆188Updated last year