input_output#

  • Series: lecture-python-intro

  • File: lectures/input_output.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

H1 Title Case OK; H2/H3 sentence case; clean one-sentence paragraphs.

Math

9/10

\top for transpose consistently; bmatrix-style display; equation labels.

Code

8/10

3 !pip install commands at top (lines 23–25) under :tags: [hide-output] (line 21) — installing quantecon_book_networks, etc.

JAX

out of scope

—

Figures

7/10

One figsize= on line 89; one axis label “Output multipliers” (line 597) starts uppercase; no set_title violations.

References

8/10

2 {cite} usages, parenthetical, no in-text mis-use.

Links

9/10

{doc} links used (3 occurrences).

Admonitions

9/10

{prf:theorem} × 2 (qe-admon-004 OK); solutions gated, dropdown, exercise-linked.

Issues#

Critical#

None found.

High severity#

None found.

Medium severity#

None found.

Low severity#

  • W1 — A few short two-sentence paragraphs.

  • [qe-fig-001] — figsize= on line 89. Count: 1 occurrence.

  • [qe-fig-006] — Axis label “Output multipliers” (line 597) starts uppercase; should be lowercase.

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

Strengths#

  • Transpose ^\top used consistently throughout (M2 OK).

  • Equation labels and {eq} references used.

  • Bold for definitions (Leontief, conjugate pair, primal, dual).

  • !pip install block at top with hide-output (qe-code-003 OK).

  • {prf:theorem} directives used (qe-admon-004 OK).

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

  • Solutions gated, dropdown, linked.