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title
I❤️LA: Compilable Markdown for Linear Algebra
description
Communicating linear algebra in written form is challenging: mathematicians must choose between writing in languages that produce well-formatted but semantically-underdefined representations such as L
site name
author
Yong Li, Shoaib Kamil, Alec Jacobson, Yotam Gingold
updated
2026-03-06 18:00:33
raw text
I❤️LA: Compilable Markdown for Linear Algebra I❤️LA: Compilable Markdown for Linear Algebra Yong Li , Shoaib Kamil , Alec Jacobson , Yotam Gingold In-Browser Compiler (Chrome or Firefox, not Safari) Language Reference Discord Code: GitHub Paper: Transactions on Graphics (SIGGRAPH Asia 2021) [PDF 9 MB] Examples from the Wild Integrating with Existing Code Follow-up work: H❤️rtDown: Document Processor for Executable Linear Algebra Papers Mathematical notation has evolved over centuries to efficiently communicate technical concepts such as the sparse graph Laplacian construction in the top left. Meanwhile, programming languages communicate with a machine typically with a reduced character set and syntax causing handwritten translation of mathematics to visually stray far from the “chalkboard math” and from each other. I❤️LA is a novel domain specific language for linear algebra. The I❤️LA code written with rich Unicode symbols visually resembles ...
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