From 21369555632b48dec3bbf511191dba6819bab2ef Mon Sep 17 00:00:00 2001 From: - Date: Fri, 11 Oct 2024 22:25:52 -0400 Subject: [PATCH] Update reading list --- source/content/reading-list.md | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/source/content/reading-list.md b/source/content/reading-list.md index 0b85c73..2b58e70 100644 --- a/source/content/reading-list.md +++ b/source/content/reading-list.md @@ -36,7 +36,9 @@ I've read about a fifth of it, it's easy to follow. I plan on finishing it. - Advanced Topics in Linear Algebra (e.g., Jordan Canonical Form, Matrix Calculus) - Random Matrix Theory (to understand the dynamics of complex models) - Tensor Calculus -- Graph Theory and Combinatorics +- Basic Physics (to understand the principles that inspire machine learning, such as dynamics, forces, and conservation laws) +- Statistical Mechanics (understanding concepts like entropy, energy landscapes, and Boltzmann distribution) +- Graph Theory and Combinatorics (for graph-based machine learning) ### Analysis