2 Commits

Author	SHA1	Message	Date
ThotDjehuty	49be6c7bf7	docs(diagrams): add 4 remaining SVG figures for §8 HMM + §10 geometry ... - fig_hmm_regime: 3-state Bull/Neutral/Bear HMM state machine + emission table - fig_viterbi_trellis: Viterbi trellis K=3 T=4 with MAP path highlighted - fig_std_vs_nat_gradient: standard vs natural gradient property comparison panels - fig_lie_group_hierarchy: GL/SL/O/SO/Sp/H Lie group tree with finance annotations All 27 SVGs regenerated; mathematical_foundations.md now 0 remaining ASCII blocks. _fix_diagrams3.py added for reproducibility.	2026-03-07 13:39:43 +01:00
ThotDjehuty	5d06f0ab57	docs: replace all ASCII/Unicode diagram blocks with matplotlib SVG figures ... Replace 23 ASCII/Unicode text diagram code-blocks in mathematical_foundations.md with professionally rendered matplotlib SVG figures. Changes: - Add docs/source/_gen_diagrams.py: Python script generating all 23 SVG figures with consistent styling (white bg, blue/orange/green/red palette, scipy/numpy/ matplotlib Agg backend) - Add docs/source/_static/diagrams/*.svg: 23 rendered SVG figures covering: §1 DE/random-walk/BM/GBM, §2 Ito/Picard/FP/EM/OU, §3 Poisson/Merton/Levy, §6 Kalman, §7 MCMC, §9 KL/Fisher, §10 curvatures/natural-gradient - Update mathematical_foundations.md: all ASCII art code-blocks replaced with MyST {figure} directives pointing to the generated SVGs - Sphinx build: clean success, all 23 SVGs copied to build, 1 pre-existing warning Resolves: user request for professional publication-quality figures instead of ASCII/Unicode art (which was too low-level for publication)	2026-03-07 11:29:14 +01:00