pv#

  • Series: lecture-python-intro

  • File: lectures/pv.md

  • Audit date: 2026-05-28

  • Categories audited: writing, math, code, figures, references, links, admonitions (JAX out of scope)

  • Overall score: 8.4 / 10

  • Priority: LOW

Score breakdown#

Category

Score

One-line note

Writing

9/10

Title Case H1, sentence-case H2; one-sentence paragraphs throughout.

Math

9/10

bmatrix; sequences with \{...\}; labels via (label).

Code

8/10

Unicode Greek (δ) used in code (qe-code-002 OK); standard Anaconda imports.

JAX

out of scope

—

Figures

7/10

No figsize= violations; 2 ax.set_title(...) inside solution blocks (OK by exception); no {figure} directives.

References

N/A

no {cite} citations

Links

9/10

{doc} cross-references used (5 occurrences).

Admonitions

9/10

7 solutions all gated, dropdown, exercise-linked (qe-admon-001, -002, -005 OK); 11 exercise/solution pairs total.

Issues#

Critical#

None found.

High severity#

None found.

Medium severity#

None found.

Low severity#

  • W1 — A few short two-sentence paragraphs (e.g. lines 28–31).

  • [qe-fig-005] — No figures use {figure} directive with :name:.

Strengths#

  • Sequences use \{p_t\}_{t=0}^T (M6 compliant).

  • bmatrix throughout.

  • Equation labels and {eq} / [](label) cross-references used.

  • Bold for definitions like “present value model”, “difference equation”.

  • {doc} cross-references used (qe-link-002 OK).

  • Solutions all gated, dropdown, linked.

  • Strong exercise/solution structure (7 paired).