mlpack 4: a fast, header-only C++ machine learning library

hpc
journal
Authors

Curtin, R.

Edel, M.

Shrit, O.

Agrawal, S.

Basak, S.

Balamuta, J.J.

et al.

Published

January 1, 2023

Doi

10.21105/joss.05026

Summary

This paper describes mlpack 4, a major overhaul of a widely used header-only C++ machine learning library that has served the research community for over 15 years. The redesign streamlines the path from prototyping to deployment by adding language bindings for Python, Julia, R, and Go alongside the existing command-line interface, all under a permissive BSD license.

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