vinsis
vinsis.bsky.social
vinsis
@vinsis.bsky.social
Math ∪ ML
🧪 A deep dive into permutations and their connection with doubly stochastic matrices, matrix scaling and Sinkhorn distance: www.linearalgebraforprogrammers.com/series/permu...
Linear Algebra for Programmers
Permutation matrices, doubly stochastic matrices, Sinkhorn distance. Learn Linear Algebra from scratch. Build a foundation for Machine Learning and other key technologies.
www.linearalgebraforprogrammers.com
June 26, 2025 at 9:04 AM
Presenting a simpler derivation of the ODE governing the dynamics of Continuous Normalizing Flows along with a clear interpretation of the equation:

www.linearalgebraforprogrammers.com/blog/continu...

#linearalgebra #ode #math #ml 🧪
Continuous normalizing flows. Linear Algebra for Programmers
Continuous normalizing flows.
www.linearalgebraforprogrammers.com
March 23, 2025 at 10:58 AM
Nice Jacobians for normalizing flows

www.linearalgebraforprogrammers.com/blog/jacobia...

A short overview of Jacobians with easy to calculate determinants used in normalizing flows

#linearalgebra #math #ml
Nice Jacobians for normalizing flows. Linear Algebra for Programmers
Nice Jacobians for normalizing flows.
www.linearalgebraforprogrammers.com
March 6, 2025 at 1:44 AM
A new series is up on LA for Programmers: Matrix Calculus and AutoDiff.

www.linearalgebraforprogrammers.com/series/matri...

#linearalgebra #math #autodiff
February 1, 2025 at 7:58 AM
Three interpretations of matrix products

Hacker news: news.ycombinator.com/item?id=3947...

Link to article: www.linearalgebraforprogrammers.com/blog/matmul_...

The third interpretation is the least known for some reason.

#linearalgebra #math
Three interpretations of matrix products | Hacker News
news.ycombinator.com
December 16, 2024 at 6:42 AM
A series on the different ways we understand and describe rotations (2D matrices → Quaternions → Clifford algebra → Lie algebra):

www.linearalgebraforprogrammers.com/series/rotat...

🧪
November 23, 2024 at 8:43 AM