ge_arrow#

  • Series: lecture-python.myst

  • File: lectures/ge_arrow.md

  • Audit date: 2026-05-28

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

  • Overall score: 8.9 / 10

  • Priority: NONE

Score breakdown#

Category

Score

One-line note

Writing

6/10

Section/subsection headings use Title Case rather than sentence case.

Math

7.5/10

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

Code

10/10

Unicode Greek used consistently.

JAX

out of scope

not a JAX lecture

Figures

10/10

figsize= set in 1 place(s).

References

9/10

Citation style follows conventions.

Links

10/10

Link style follows conventions.

Admonitions

10/10

Exercise/solution structure clean.

Issues#

Critical#

None found.

High severity#

  • [qe-writing-006] — Section/subsection headings use Title Case rather than sentence case. Examples: line 148, line 242, line 287. Count: 15 headings affected.

Medium severity#

  • [qe-math-002] — Transpose denoted ' (prime) or ^T instead of \top. Examples: line 742 (^T). Count: 3 occurrences.

Low severity#

  • [qe-math-010 (proposed)] — Bare E[...] or \Pr(...) used in place of \mathbb{E}/\mathbb{P}. Example: line 298.

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

Strengths#

  • Uses “IID” or no IID terminology.

  • No bold vectors/matrices.

  • Normal distribution written as plain N.

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

  • Code uses Unicode Greek letters throughout.