The Continuity Equation
Deriving the continuity equation step by step, from conservation laws to the divergence theorem.
Blog
Notes on mathematics, machine learning, and computer engineering.
LC-3 Brief Review
A review of LC-3 assembly, the run-time stack, recursion, linked lists, and binary trees, built around one complete program.
The Gaussian Integral
From the one-dimensional Gaussian integral to the multivariate case, with a probabilistic and linear-algebraic view.
The Central Limit Theorem
A short proof of the Lindeberg–Lévy central limit theorem using characteristic functions.