var_dmd#

  • Series: lecture-python.myst

  • File: lectures/var_dmd.md

  • Audit date: 2026-05-28

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

  • Overall score: 9.4 / 10

  • Priority: NONE

Score breakdown#

Category

Score

One-line note

Writing

7.5/10

Many section headings use Title Case rather than sentence case.

Math

10/10

No math issues.

Code

10/10

Clean code conventions.

JAX

out of scope

not a JAX lecture

Figures

N/A

No figures.

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] — Many section headings use Title Case rather than sentence case. Examples: line 23, line 261, line 720. Count: 5.

Medium severity#

None found.

Low severity#

  • [qe-writing-009 (proposed)] — Uses “i.i.d.” or “iid” in text rather than “IID”. Example: line 32.

Strengths#

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

  • No bold vectors/matrices.

  • Normal distribution written as plain N.

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

  • Cross-series links use {doc} intersphinx form.