matsuyama#

  • Series: lecture-python-advanced.myst

  • File: lectures/matsuyama.md

  • Audit date: 2026-05-28

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

  • Overall score: 7.8 / 10

  • Priority: LOW

Score breakdown#

Category

Score

One-line note

Writing

9/10

Title in Title Case; sentence-case headings; clean one-sentence paragraphs.

Math

9/10

Clean — no transpose, no array, no \mathcal N.

Code

7/10

Unicode Greek heavily used (17 occurrences); no install cell (uses numba — in Anaconda).

JAX

N/A

not a JAX lecture

Figures

6/10

1 ax.set_title; 3 figsize=; 2 {figure} static images; no :name: fields.

References

8/10

1 {cite} used; never {cite:t}.

Links

6/10

One raw python-programming.quantecon.org/numba.html URL (L336).

Admonitions

8/10

1 gated exercise and 1 solution with :class: dropdown.

Issues#

Critical#

None found.

High severity#

None found.

Medium severity#

  • [qe-link-002] — Raw python-programming.quantecon.org/numba.html URL. Example: lectures/matsuyama.md:336. Count: 1 occurrence.

  • [qe-fig-003] — 1 ax.set_title occurrence.

  • [qe-fig-002] — 2 {figure} directives reference static PNGs.

Low severity#

  • [qe-fig-005] — Figures lack :name: fig-... fields.

Strengths#

  • Title in Title Case (qe-writing-006).

  • All subheadings sentence case (qe-writing-006).

  • One-sentence paragraph rule rigorously respected (qe-writing-001).

  • No qe-math-* violations detected.

  • Exercise gated; solution has :class: dropdown (qe-admon-001, qe-admon-002).

  • Heavy unicode Greek in code (qe-code-002).