Population Managers
===================

.. module:: ambr.population

The ``Population`` class is the central engine of AMBER's high-performance architecture. It implements the Structure of Arrays (SoA) memory layout using Polars DataFrames and provides the interface for vectorized state updates.

Population
----------

.. autoclass:: Population
   :members:
   :undoc-members:
   :show-inheritance:

BatchUpdateContext
------------------

.. autoclass:: BatchUpdateContext
   :members:
   :undoc-members:
   :show-inheritance: