von_neumann_model#

  • Series: lecture-python.myst

  • File: lectures/von_neumann_model.md

  • Audit date: 2026-05-28

  • Categories audited: writing, math, code, figures, references, links, admonitions

  • Overall score: 9.1 / 10

  • Priority: NONE

Score breakdown#

Category

Score

One-line note

Writing

7/10

Many section headings use Title Case rather than sentence case.

Math

10/10

No math issues.

Code

9.5/10

Mixed Greek conventions in code (word=2, uni=17).

JAX

out of scope

not a JAX lecture

Figures

9/10

figsize= set in 1 place(s).

References

9/10

Citation style follows conventions.

Links

N/A

No external links.

Admonitions

10/10

Exercise/solution structure clean.

Issues#

Critical#

None found.

High severity#

  • [qe-writing-006] — Many section headings use Title Case rather than sentence case. Examples: line 362, line 472, line 509. Count: 7.

Medium severity#

None found.

Low severity#

  • [qe-code-002] — Mixed Greek conventions in code (word=2, uni=17).

  • [qe-fig-001] — figsize= set in 1 place(s).

  • [qe-fig-003] — ax.set_title() used once outside exercise blocks (line 949).

Strengths#

  • Uses “IID” or no IID terminology.

  • Transpose notation uses \top consistently (no prime/^T).

  • No bold vectors/matrices.

  • Normal distribution written as plain N.

  • aligned (not align) used in $$ math.

  • Axis labels lowercase.