PyOD (experimental)
============

`PyOD <https://github.com/yzhao062/pyod>`_ is a package that implements a variety of out-of-distribution detection methods.  
We integrate these methods into Duo, combining them with the adaptive threshold selection procedure described in :doc:`Logit Methods <logit>`.

.. note::

   We currently maintain a static clone of the PyOD codebase and modify it for better customization.  
   Future changes to the official PyOD repository will not be reflected in our codebase.  

.. note::

   We have not tested all PyOD methods, so it is possible that some methods may fail.
   For users who wish to use these methods, we recommend working directly with our `raw GitHub codebase <https://github.com/khanhptnk/duo>`_ to be able to make appropriate changes.