API reference
=============

This page documents the public Python API exposed by ``hugiml-core``. The
manual sections in the user guide explain how these APIs fit together in a
modeling workflow; the reference below is generated from the source docstrings.

Core estimator
--------------

.. automodule:: hugiml.classifier
   :members:
   :show-inheritance:

Adaptive binning
----------------

.. automodule:: hugiml.adaptive
   :members:
   :show-inheritance:

Metrics
-------

.. automodule:: hugiml.metrics
   :members:
   :show-inheritance:

Calibration
-----------

.. automodule:: hugiml.calibration
   :members:
   :show-inheritance:

Plots
-----

.. automodule:: hugiml.plots
   :members:
   :show-inheritance:

Governance
----------

.. automodule:: hugiml.governance
   :members:
   :show-inheritance:

Explainability
--------------

.. automodule:: hugiml.explainability
   :members:
   :show-inheritance:

Monitoring
----------

.. automodule:: hugiml.monitoring
   :members:
   :show-inheritance:

Multiclass and imbalance
------------------------

.. automodule:: hugiml.multiclass
   :members:
   :show-inheritance:

Pattern pruning
---------------

.. automodule:: hugiml.pruning
   :members:
   :show-inheritance:

Serialization
-------------

.. automodule:: hugiml.serialization
   :members:
   :show-inheritance:

Telemetry
---------

.. automodule:: hugiml.telemetry
   :members:
   :show-inheritance:

Exceptions
----------

.. automodule:: hugiml.exceptions
   :members:
   :show-inheritance: