docs: add module docstrings to interferometer package

- Add module-level docstring to fit_interferometer.py describing the
  uv-plane fitting pipeline
- Add module-level docstring to simulator.py explaining galaxy-aware
  interferometer simulation
- Add module-level docstring to model/analysis.py describing
  AnalysisInterferometer

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

Author: 2 people

autogalaxy/interferometer/fit_interferometer.py

@@ -1,3 +1,16 @@
+"""
+Fit an interferometer (ALMA/JVLA uv-plane) dataset with a model consisting of one or more galaxies.
+
+`FitInterferometer` mirrors `FitImaging` but works in the uv-plane:
+
+1. Compute the sum of all galaxy light profile images.
+2. Fourier-transform that image to ``profile_visibilities`` using the dataset's transformer.
+3. Subtract from the observed visibilities to create ``profile_subtracted_visibilities``.
+4. If linear light profiles or a pixelization are present, fit the residual visibilities via a
+   linear inversion.
+5. Combine the profile visibilities and inversion reconstruction into ``model_data``.
+6. Compute residuals, chi-squared, and log-likelihood (or log-evidence when an inversion is used).
+"""
 import numpy as np
 from typing import Dict, List, Optional
 

autogalaxy/interferometer/model/analysis.py

@@ -1,3 +1,14 @@
+"""
+`AnalysisInterferometer` — the **PyAutoFit** `Analysis` class for fitting galaxy models to interferometer data.
+
+This module provides `AnalysisInterferometer`, which implements `log_likelihood_function` by:
+
+1. Extracting galaxies from the model instance.
+2. Constructing a `FitInterferometer` object from those galaxies and the stored `Interferometer` dataset.
+3. Returning the `figure_of_merit` of the fit (log-likelihood or log-evidence).
+
+It also handles adapt images, visualization, and result wrapping into `ResultInterferometer`.
+"""
 import logging
 import numpy as np
 from typing import Optional

autogalaxy/interferometer/simulator.py

@@ -1,3 +1,11 @@
+"""
+Extends the **PyAutoArray** `SimulatorInterferometer` class with galaxy-aware simulation.
+
+`SimulatorInterferometer` (from `autoarray`) handles the low-level simulation: applying a Fourier
+transform and adding visibility noise. This module adds a `via_galaxies_from` method that takes a list
+of `Galaxy` objects and a 2D grid, evaluates the galaxy images, and passes them to the parent
+simulation pipeline.
+"""
 import numpy as np
 from typing import List