5 Commits (4d1950f4c8fcb488401b43d709b7f231e8c2bad6)

Author SHA1 Message Date
Elijah Voigt e31316f863 docs(edu): write markov §1 what is a markov chain [fbf323] 3 months ago
Elijah Voigt a75b310129 docs(edu): write markov §5 random walk exercise [64826a] 3 months ago
Elijah Voigt 85d5d3ec2b docs(edu): write markov §8 n-gram generalization exercise [1f995a]
Full Exercise 4 content: setup, starter code, five guided steps
(tokenize + sliding windows, weighted sampling, VecDeque-based
generate, n=1–4 comparison, memorisation vs novelty discussion),
character-level n-gram stretch goal, and reference solution.
3 months ago
Elijah Voigt 09371b9c4a docs(edu): write markov §9 stationary distributions [68ee16]
Replace stub with full prose covering the stationary equation,
long-run frequency interpretation, irreducibility and aperiodicity,
a worked 2×2 analytical solution for the weather chain, and a power
iteration pseudocode + Rust sketch.
3 months ago
Elijah Voigt 0f772edb7a docs(edu): write markov §10 applications and further reading [5994a6]
Survey PageRank, MCMC, HMMs, RL, bioinformatics, queueing theory, and
language models; add annotated reading list and Rust ecosystem pointers.
3 months ago