Project README and Developer Guides

Interactive Explorer 2

Explore key concepts interactively

Parameters

Quick Check

Key concept question for section 2?

Option A

Option B

Option C

Correction:

Option B

This is the correct answer because it captures the core concept.

Common Mistake: Common Mistake in Section 2

Mistake:

Overlooking a critical implementation detail.

Correction:

Always verify results against known benchmarks and theoretical predictions.

Key Term 2

Core concept from section 2 of chapter 47.

Definition:
CHANGELOG

Track changes between versions:

## [1.2.0] - 2026-03-01
### Added
- Neural ODE channel predictor
### Fixed
- SNR calculation bug in noise model

Theorem: Documentation ROI

Documentation cost: $C_d = T_\text{write}$ . Documentation benefit: $B_d = N_\text{users} \times T_\text{saved}$ . For $N > 2$ (including your future self), documentation pays off.

Theorem: Docstring Coverage

Public API functions should have 100% docstring coverage. Internal functions: at minimum, a one-line description.

Theorem: Research Log Value

The value of a research log increases over time: decisions made months ago become crucial when writing papers or debugging unexpected results.

Docstrings and API Documentation Research Logs and Lab Notebooks