SSBC Documentation
==================

Small-Sample Beta Correction provides PAC guarantees for conformal prediction with small calibration sets.

.. toctree::
   :maxdepth: 2
   :caption: Contents:

   installation
   usage
   theory

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

Core Algorithm
--------------

.. autosummary::
   :toctree: _autosummary
   :recursive:

   ssbc.core_pkg
   ssbc.bounds

Calibration & Conformal Prediction
-----------------------------------

.. autosummary::
   :toctree: _autosummary
   :recursive:

   ssbc.calibration

Metrics & Operational Bounds
-----------------------------

.. autosummary::
   :toctree: _autosummary
   :recursive:

   ssbc.metrics

Reporting & Visualization
--------------------------

.. autosummary::
   :toctree: _autosummary
   :recursive:

   ssbc.reporting

Uncertainty Analysis & Validation
-----------------------------------

.. autosummary::
   :toctree: _autosummary
   :recursive:

   ssbc.validation_pkg

Utilities & Tools
-----------------

.. autosummary::
   :toctree: _autosummary
   :recursive:

   ssbc.utils
   ssbc.simulation
   ssbc.hyperparameter

Complete Package
----------------

.. automodule:: ssbc
   :members:
   :undoc-members:
   :show-inheritance:
   :no-index:

Indices and tables
==================

* :ref:`genindex`
* :ref:`modindex`
* :ref:`search`