A dimension-aware optimizing compiler for a small matrix language. Shapes live in the type system, so the compiler prices a program before it runs and picks the cheapest bracketing of a matrix chain: 48.5% of the arithmetic removed where an instruction count reports 5.6%.
De-identified grade and course-evaluation series, content-analysis codings, and the analysis behind Diverging Achievement and Student Ratings in an Introductory Programming Course
Reproducibility package for "Teaching Large Language Models: A Pipeline-Centered Course Design and Mixed-Methods Evidence" (JITE:IIP, 2026). De-identified data, analysis code that regenerates every table and figure, and reusable course and evaluation materials.
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