SciML/ReservoirComputing.jl

Reservoir computing utilities for scientific machine learning (SciML)

Juliamachine-learningjuliarnndifferential-equationsecho-state-networksreservoir-computingscientific-machine-learningsciml
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ReservoirComputing.jl ReservoirComputing.jl provides an efficient, modular and easy to use implementation of Reservoir Computing models such as Echo State Networks (ESNs). For information on using this package please refer to the stable documentation. Use the in-development documentation to take a look at at not yet released features. Quick Example To illustrate the workflow of this library we will showcase how it is possible to train an ESN to learn the dynamics of the Lorenz system. As a first...
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