Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
https://github.com/reservoirpy/awesome-reservoir-computing
Awesome tutorials, papers, projects and tools for Reservoir Computing techniques like Echo State Networks (ESN).
artifical-neural-network awesome awesome-list echo-state-networks esn reccurent-neural-network reservoir-computing rnn
Last synced: 20 Jun 2024
https://github.com/cknd/pyESN
Echo State Networks in Python
echo-state-networks python reservoir-computing
Last synced: 18 Jun 2024
https://github.com/SciML/ReservoirComputing.jl
Reservoir computing utilities for scientific machine learning (SciML)
differential-equations echo-state-networks julia machine-learning reservoir-computing rnn scientific-machine-learning sciml
Last synced: 18 Jun 2024
https://github.com/nschaetti/EchoTorch
A Python toolkit for Reservoir Computing and Echo State Network experimentation based on pyTorch. EchoTorch is the only Python module available to easily create Deep Reservoir Computing models.
artificial-intelligence artificial-neural-networks echo-state-networks machine-learning machine-learning-algorithms machinelearning neural-networks python python-toolkit pytorch recurrent-networks recurrent-neural-networks reservoir-computing torch
Last synced: 23 May 2024
https://github.com/reservoirpy/reservoirpy
A simple and flexible code for Reservoir Computing architectures like Echo State Networks
artificial-intelligence echo-state-networks esn machine-learning machine-learning-algorithms neural-network python recurrent-neural-networks reservoir reservoir-computing timeseries timeseries-analysis timeseries-forecasting timeseries-prediction
Last synced: 21 Mar 2024
https://github.com/fabridamicelli/echoes
Machine Learning with Echo State Networks, a scikit-learn compatible package.
echo-state-networks machine-learning neural-network python recurrent-neural-networks reservoir-computing shallow-learning
Last synced: 21 Mar 2024
https://github.com/stefanonardo/pytorch-esn
An Echo State Network module for PyTorch.
deep-learning echo-state-networks esn machine-learning neural-networks python pytorch recurrent-neural-networks reservoir-computing
Last synced: 21 Mar 2024
