Linear-Algebra

Mathematics for Machine Learning

Notes

Unified LA + multivariate calc + probability for ML-minded people.

Linear Algebra Done Right

Notes

Abstract, conceptual focus on vector spaces and linear maps. Avoids determinants until the end.

Matrix Analysis

Notes

Comprehensive advanced linear algebra reference.

Numerical Linear Algebra

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Practical matrix computations and numerical realities.

Teaching Linear Algebra with C++20 Concepts

elementa is a linear algebra library built to teach. Every design decision prioritizes clarity over cleverness. Code that reads like a textbook and compiles.