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Projects in Awesome Lists tagged with echo-state-networks
A curated list of projects in awesome lists tagged with echo-state-networks .
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: 16 Nov 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: 12 Nov 2024
https://github.com/cknd/pyesn
Echo State Networks in Python
echo-state-networks python reservoir-computing
Last synced: 16 Dec 2024
https://github.com/cknd/pyESN
Echo State Networks in Python
echo-state-networks python reservoir-computing
Last synced: 12 Nov 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: 16 Dec 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: 12 Nov 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: 12 Nov 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: 12 Nov 2024
https://github.com/danieleds/torchrc
An organized collection of Reservoir Computing models and techniques that is well-integrated within the PyTorch API.
echo-state-networks library machine-learning neural-networks pytorch recurrent-neural-networks reservoir-computing rnn
Last synced: 21 Dec 2024
https://github.com/nizil/esnpy
Out-of-the-box framework for Echo State Networks
echo-state-networks machine-learning recurrent-neural-networks reservoir-computing
Last synced: 15 Nov 2024
https://github.com/zimmerrol/rcp_spatio_temporal
Prediction spatio-temporal dynamics using Reservoir Computing
biophysics echo-state-networks esn machine-learning reservoir-computing
Last synced: 16 Dec 2024
https://github.com/martinuzzifrancesco/reservoir-computing-examples
Scripts for the examples in the ReservoirComputing.jl documentation
echo-state-networks machine-learning recurrent-neural-networks reservoir-computing
Last synced: 08 Dec 2024
https://github.com/danieleds/qc_with_untrained_recurrent_embeddings
Question Classification with Untrained Recurrent Embeddings
echo-state-networks machine-learning neural-networks question-classification reservoir-computing
Last synced: 05 Dec 2024
https://github.com/ryanhill1/classical-rc
Implementations of classical reservoir computing and echo-state network models.
echo-state-networks reservoir-computing
Last synced: 13 Nov 2024
https://github.com/markdouthwaite/reverb
A package of simple reservoir computing tools
artificial-intelligence echo-state-networks machine-learning-algorithms unconventional-computing
Last synced: 01 Dec 2024
