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docs(diagrams): add 4 remaining SVG figures for §8 HMM + §10 geometry

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- 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.
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ThotDjehuty
2026-03-07 13:39:43 +01:00
parent 5d06f0ab57
commit 49be6c7bf7
30 changed files with 8808 additions and 1086 deletions
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docs/source/_static/diagrams/fig_random_walk.svg
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