Docstrings and API Documentation
Interactive Explorer 1
Explore key concepts interactively
Parameters
Quick Check
Key concept question for section 1?
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 1
Mistake:
Overlooking a critical implementation detail.
Correction:
Always verify results against known benchmarks and theoretical predictions.
Key Term 1
Core concept from section 1 of chapter 47.
Definition: Docstring Standards
Docstring Standards
NumPy-style docstrings for scientific code:
def estimate_channel(y, A, snr_db):
"""Estimate channel using MMSE.
Parameters
----------
y : np.ndarray, shape (M,)
Received signal.
A : np.ndarray, shape (M, N)
Sensing matrix.
snr_db : float
Signal-to-noise ratio in dB.
Returns
-------
x_hat : np.ndarray, shape (N,)
Estimated channel.
"""
Definition: Sphinx Documentation
Sphinx Documentation
Sphinx generates HTML documentation from docstrings:
sphinx-quickstart docs/
sphinx-apidoc -o docs/api/ src/
sphinx-build docs/ docs/_build/html/
Definition: README Structure
README Structure
A good README contains:
- Project title and description
- Installation instructions
- Quick start example
- Configuration options
- Citation information
Definition: Research Log
Research Log
A research log records daily decisions, results, and observations. Use structured entries with date, hypothesis, experiment, result, and next steps.