RandNLA.jl is a pure julia package for fundamental operations and state-of-the-art research. The core is lightweight, but a variety of extensions allow for easy plug-and-play use in other packages.

Abstract: Linear programming is a central problem in computer science and applied mathematics with numerous applications across a wide range of domains, including machine learning and data science.

Abstract: Exact computation of linear algebra operations is challenging or even impossible at extreme scale By leveraging randomization we can get approximate results at reduced computational cost ...

Abstract: The von Neumann entropy, named after John von Neumann, is an extension of the classical concept of entropy to the field of quantum mechanics. From a numerical perspective, von Neumann ...

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The von Neumann entropy, named after John von Neumann, is an extension of the classical concept of entropy to the field of quantum mechanics. From a numerical perspective, von Neumann entropy can be ...