ReservoirPy

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10 repositories

reservoirpy
Public
A simple and flexible code for Reservoir Computing architectures like Echo State Networks
timeseries neural-network machine-learning-algorithms esn recurrent-neural-networks artificial-intelligence reservoir echo-state-networks reservoir-computing timeseries-analysis
Python
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MIT License
•103•428•11•3•Updated Nov 15, 2024Nov 15, 2024
presentations
Public
Series of workshop and tutorials where we present reservoir computing & ReservoirPy
Jupyter Notebook
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MIT License
•0•0•0•0•Updated Oct 18, 2024Oct 18, 2024
pycon-bdx-2023
Public
0•0•0•0•Updated Sep 4, 2024Sep 4, 2024
PFIA2024
Public
Tutorial on ReservoirPy presented at the PFIA 2024 conference
Jupyter Notebook
•0•1•0•0•Updated Jul 1, 2024Jul 1, 2024
UCLA2023-reservoir-computing-tutorial
Public
HTML
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Creative Commons Zero v1.0 Universal
•0•1•0•0•Updated Nov 14, 2023Nov 14, 2023
reservoirR
Public
Experimental R interface for ReservoirPy
machine-learning r timeseries neural-network machine-learning-algorithms esn recurrent-neural-networks reservoir echo-state-networks reservoir-computing
R
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GNU General Public License v3.0
•2•5•0•0•Updated Apr 3, 2023Apr 3, 2023
publications
Public
Publications related to ReservoirPy library
0•0•0•0•Updated Aug 30, 2022Aug 30, 2022
R42021-reservoir-computing-tutorial
Public
Introduction to Reservoir Computing for the 1st edition of the R4 seminar.
HTML
•0•0•0•0•Updated Jan 25, 2022Jan 25, 2022
awesome-reservoir-computing
Public
Awesome tutorials, papers, projects and tools for Reservoir Computing techniques like Echo State Networks (ESN).
awesome esn rnn awesome-list echo-state-networks reservoir-computing artifical-neural-network reccurent-neural-network
MIT License
•2•40•0•0•Updated Nov 18, 2021Nov 18, 2021
PFIA2021-reservoir-computing-tutorial
Public
The PFIA 2021 Reservoir Computing tutorial material.
HTML
•0•2•0•0•Updated Jun 25, 2021Jun 25, 2021