Algebraic structures and linear maps form a cornerstone in modern mathematics, underpinning areas as diverse as abstract algebra and functional analysis. Algebraic structures such as groups, rings, ...

Source code for the papers Linear algebra with transformers and What is my math transformer doing? This directory contains the source code for the two papers Linear Algebra with Transformers ...

Abstract: This paper introduces the first fully integrated algorithm for combining simulation with numerical linear algebra, as a means of computing stationary distributions for Markov chains and ...

This directory contains the source code for the two papers Linear Algebra with Transformers (Transactions in Machine Learning Research, October 2022) (LAWT), and What is my transformer doing? (2nd ...

The mathematics behind artificial intelligence (AI) and machine learning (ML) rely on linear algebra, calculus, probability, and statistics. These provide the foundation for developing the needed ...

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