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ReservoirComputing.jl: An Efficient and Modular Library for Reservoir Computing Models

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arxiv 2204.05117 v1 pith:RTKOR73W submitted 2022-04-08 cs.CE cs.AI

Francesco Martinuzzi , Chris Rackauckas , Anas Abdelrehim , Miguel D. Mahecha , Karin Mora This is my paper · ORCID
classification cs.CEcs.AI
keywords reservoircomputingcomputingdocumentationgithublibraryliteraturemodelsmodular
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We introduce ReservoirComputing.jl, an open source Julia library for reservoir computing models. The software offers a great number of algorithms presented in the literature, and allows to expand on them with both internal and external tools in a simple way. The implementation is highly modular, fast and comes with a comprehensive documentation, which includes reproduced experiments from literature. The code and documentation are hosted on Github under an MIT license https://github.com/SciML/ReservoirComputing.jl.

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