``mathxlab.viz.mpl``
====================

Matplotlib visualization backend wrappers.

.. admonition:: Stability
   :class: note

   Status: **Experimental**.

   This project treats the documented names as the *public surface*, but details may still evolve.
   If you need strict API guarantees, add ``__all__ = [...]`` to each module and version releases accordingly.

Design notes
------------
- Keep figure styling consistent across experiments.
- Prefer small helpers over copy/pasted plotting code.

Examples
--------

Apply consistent styling to the current figure
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

.. code-block:: python

   from mathxlab.viz.mpl import finalize_figure
   finalize_figure("Prime density", "x", "y")

Public API
----------

.. list-table::
   :header-rows: 1
   :widths: 22 10 68

   * - Name
     - Kind
     - Summary
   * - ``finalize_figure``
     - function
     - Apply consistent Matplotlib styling to the current figure.

Reference
---------

Functions
~~~~~~~~~

.. autofunction:: mathxlab.viz.mpl.finalize_figure