.. _trailed-integrations:
.. _integrations:

Integrations
============

Sampling
--------

.. automodule:: trailed.sampling
   :members:
   :undoc-members:
   :show-inheritance:

Tabular
-------

.. automodule:: trailed.tabular
   :members:
   :undoc-members:
   :show-inheritance:

Sklearn
-------

.. automodule:: trailed.plugins.sklearn
   :members:
   :undoc-members:
   :show-inheritance:

PyTorch
-------

For PyTorch neural network use cases, use the upstream `aidos-lab/dect <https://github.com/aidos-lab/DECT>`_ package:

.. code-block:: bash

   pip install dect @ git+https://github.com/aidos-lab/DECT/

See :ref:`benchmarks` for performance comparisons between trailed and upstream dect.