8 Commits (e31316f8637a7fbd80dd1493b88f2e1ef63503c3)

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
Elijah Voigt	401ad5f750	docs(edu): write markov §4 weather model exercise [257a2a] ... Add full content for Exercise 1 — Weather Model: - Setup instructions (cargo new, cargo add rand) - Starter code skeleton with todo!() bodies - Step-by-step hints: index conversion, weighted random draw, simulate loop, running with the 2-state matrix, comparing empirical frequencies to the stationary distribution (2/3, 1/3) - Collapsed reference solution Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>	3 months ago
Elijah Voigt	79c21df6a0	docs(edu): write markov §3 transition probabilities and matrices [44ebe7] ... Replaces the stub with full lesson content: - Defines the transition matrix P[i][j] and stochastic matrix constraints - Derives multi-step probabilities via π_k = π₀ · P^k - Works through the 2-state weather chain by hand (1- and 2-step calculations) - Bridges to §9 stationary distributions	3 months ago
Elijah Voigt	36bf848b63	docs(edu): write markov §6 text generation lesson [92a829] ... - Words as states paragraph - Bigrams and transition tables explanation - Worked bigram example with two-sentence corpus and transition table - Why generated text sounds locally plausible but globally incoherent - Order-n chains and the coherence/novelty tradeoff Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>	3 months ago