odu#

  • Series: lecture-python.myst

  • File: lectures/odu.md

  • Audit date: 2026-05-28

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

  • Overall score: 8.8 / 10

  • Priority: NONE

Score breakdown#

Category

Score

One-line note

Writing

7/10

Many section headings use Title Case rather than sentence case.

Math

9.5/10

Ones vector typeset with \mathbf{1} rather than \mathbb{1}.

Code

9.5/10

Mixed Greek conventions in code (word=9, uni=12).

JAX

out of scope

not a JAX lecture

Figures

8/10

figsize= set in 7 places — usually unnecessary.

References

9/10

Citation style follows conventions.

Links

8.5/10

4 full URLs to python.quantecon.org (same series) — use markdown [](label) form.

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 70, line 82, line 116. Count: 8.

Medium severity#

  • [qe-link-001] — 4 full URLs to python.quantecon.org (same series) — use markdown [](label) form. Examples: line 38, line 41, line 861.

Low severity#

  • [qe-math-008] — Ones vector typeset with \mathbf{1} rather than \mathbb{1}. Example: line 113.

  • [qe-code-002] — Mixed Greek conventions in code (word=9, uni=12).

  • [qe-fig-001] — figsize= set in 7 places — usually unnecessary.

  • [qe-fig-003] — ax.set_title() used once outside exercise blocks (line 850).

  • [qe-fig-005] — Figures lack descriptive name: fields for cross-referencing (4 plot calls, 0 named).

  • [qe-fig-006] — One capitalised axis label (line 849).

  • [qe-fig-008] — lw=2 parameter missing from 4 .plot() calls.

Strengths#

  • Uses “IID” or no IID terminology.

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

  • Normal distribution written as plain N.

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

  • Solutions use :class: dropdown consistently.