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GitHub - kenjihiranabe/The-Art-of-Linear-Algebra: Graphic notes on Gilbert Stran...

 2 years ago
source link: https://github.com/kenjihiranabe/The-Art-of-Linear-Algebra
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The-Art-of-Linear-Algebra

Graphic notes on Gilbert Strang's "Linear Algebra for Everyone"

The output file is "The-Art-of-Linear-Algebra.pdf"

Abstract

I tried intuitive visualizations of important concepts introduced in "Linear Algebra for Everyone".

This is aimed at promoting understanding of vector/matrix calculations and algorithms from the perspectives of matrix factorizations. They include Column-Row (CR), Gaussian Elimination (LU), Gram-Schmidt Orthogonalization (QR), Eigenvalues and Diagonalization (Q Lambda Q^T), and Singular Value Decomposition (U Sigma V^T).


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