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

Abstract

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.

Publication
arXiv
Francesco Martinuzzi
Francesco Martinuzzi
PhD candidate / Earth System Data Science

PhD Student

Miguel D. Mahecha
Miguel D. Mahecha
Professor for Earth System Data Science

Professor

Karin Mora
Karin Mora
Postdoctoral fellow / Earth System Data Science

Wissenschaftlicher Mitarbeiter