API Reference
=============

This section provides detailed API documentation for all classes and functions in lostml.

Linear Models
-------------

.. toctree::
   :maxdepth: 2

   linear_regression
   logistic_regression

Neighbors
---------

.. toctree::
   :maxdepth: 2

   knn

Tree-Based Models
-----------------

.. toctree::
   :maxdepth: 2

   decision_tree
   random_forest

Base Classes
------------

.. automodule:: lostml.linear_models.base
   :members:
   :undoc-members:
   :show-inheritance:

Utilities
---------

Distance Metrics
~~~~~~~~~~~~~~~~

.. automodule:: lostml.utils.distances
   :members:
   :undoc-members: