Add 17 complete Lecture 7 numerical and learned examples, mathematical tests, paper/code provenance, slide mappings, and actual seeded verification records. Update the course README and equation-reading documentation for Lectures 6 and 7.
Add Lecture 6 flow maps with tested training, sampling, and course navigation
