Graph Detectors
================

PyOD has 8 graph anomaly detectors built on PyTorch Geometric (``pip install pyod[graph]``). All transductive in v1. Rankings from `BOND <https://arxiv.org/abs/2206.10071>`_ (NeurIPS 2022).

See :doc:`examples/graph` for usage and input format.

pyod.models.pyg\_scan module
------------------------------

.. automodule:: pyod.models.pyg_scan
    :members:
    :exclude-members: get_params, set_params
    :undoc-members:
    :show-inheritance:


pyod.models.pyg\_radar module
-------------------------------

.. automodule:: pyod.models.pyg_radar
    :members:
    :exclude-members: get_params, set_params
    :undoc-members:
    :show-inheritance:


pyod.models.pyg\_anomalous module
-----------------------------------

.. automodule:: pyod.models.pyg_anomalous
    :members:
    :exclude-members: get_params, set_params
    :undoc-members:
    :show-inheritance:


pyod.models.pyg\_dominant module
----------------------------------

.. automodule:: pyod.models.pyg_dominant
    :members:
    :exclude-members: get_params, set_params
    :undoc-members:
    :show-inheritance:


pyod.models.pyg\_anomalydae module
-------------------------------------

.. automodule:: pyod.models.pyg_anomalydae
    :members:
    :exclude-members: get_params, set_params
    :undoc-members:
    :show-inheritance:


pyod.models.pyg\_cola module
-------------------------------

.. automodule:: pyod.models.pyg_cola
    :members:
    :exclude-members: get_params, set_params
    :undoc-members:
    :show-inheritance:


pyod.models.pyg\_conad module
--------------------------------

.. automodule:: pyod.models.pyg_conad
    :members:
    :exclude-members: get_params, set_params
    :undoc-members:
    :show-inheritance:


pyod.models.pyg\_guide module
--------------------------------

.. automodule:: pyod.models.pyg_guide
    :members:
    :exclude-members: get_params, set_params
    :undoc-members:
    :show-inheritance: