Sampling, sampling, and sampling!
Sampling methods, from rejection sampling to Markov Chain Monte Carlo.
Stats
Perron-Frobenius Theorem and the Stationary Distribution for Markov Chains
Proof of the uniqueness of stationary distribution for finite irreducible Markov chains, using Perron-Frobenius Theorem
Understanding Diffusion Models
From differential equation to diffusion models