docs(v2.0.0-alpha.4): enrich v2.0 notebooks with FR sandwich + real-world examples

Browse Source

Each of the eight v2.0 companion notebooks (10_bsde through
17_generative_calibration) now follows the mandatory pedagogical
sandwich structure:

  PRE markdown : theorem / model / pivot equation / what the cell verifies
  CODE cell    : labelled prints + at least one matplotlib figure
  POST markdown: expected result, graph reading, conclusion

Each notebook carries at least one concrete real-world example
(heat plate, inverted pendulum, opinion polarization, collective
decision, OU drift under Cauchy noise, mixture vs gaussian MMD, etc.)

Generator script: scripts/enrich_v2_notebooks.py
Doc plots refreshed via scripts/inject_doc_plots.py.

...

This commit is contained in:

ThotDjehuty

2026-05-12 16:07:42 +02:00

parent 4b1fa367eb

commit dd51156174

18 changed files with 3083 additions and 880 deletions

Show all changes Ignore whitespace when comparing lines Ignore changes in amount of whitespace Ignore changes in whitespace at EOL

Download Patch File Download Diff File Expand all files Collapse all files

scripts/enrich_v2_notebooks.py

+1273

File diff suppressed because it is too large Load Diff