eig_circulant#

  • Series: lecture-python.myst

  • File: lectures/eig_circulant.md

  • Audit date: 2026-05-28

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

  • Overall score: 9.2 / 10

  • Priority: NONE

Score breakdown#

Category

Score

One-line note

Writing

8/10

Many section headings use Title Case rather than sentence case.

Math

9/10

Transpose denoted ' (prime) or ^T instead of \top.

Code

10/10

Clean code conventions.

JAX

out of scope

not a JAX lecture

Figures

9/10

figsize= set in 2 place(s).

References

N/A

No citations.

Links

10/10

Link style follows conventions.

Admonitions

N/A

No admonitions.

Issues#

Critical#

None found.

High severity#

  • [qe-writing-006] — Many section headings use Title Case rather than sentence case. Examples: line 42, line 89, line 129. Count: 6.

Medium severity#

  • [qe-math-002] — Transpose denoted ' (prime) or ^T instead of \top. Examples: line 121 (^T). Count: 2 occurrences.

Low severity#

  • [qe-fig-001] — figsize= set in 2 place(s).

  • [qe-fig-003] — ax.set_title() used once outside exercise blocks (line 512).

Strengths#

  • Uses “IID” or no IID terminology.

  • No bold vectors/matrices.

  • Normal distribution written as plain N.

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