ADEngine
========

:class:`pyod.utils.ad_engine.ADEngine` is PyOD's anomaly detection lifecycle engine. It provides three layers of capability:

* **Knowledge queries** -- list detectors, explain detectors, get benchmarks
* **Detection lifecycle** -- profile, plan, run, analyze, explain, iterate, report
* **Session workflow** (V3) -- start → plan → run → analyze → iterate → report with typed state

See :doc:`examples/adengine` for usage examples and :doc:`examples/agentic` for the agentic workflow.

pyod.utils.ad\_engine module
----------------------------

.. automodule:: pyod.utils.ad_engine
    :members:
    :exclude-members: get_params, set_params
    :undoc-members:
    :show-inheritance:

pyod.utils.investigation module
--------------------------------

.. automodule:: pyod.utils.investigation
    :members:
    :exclude-members: get_params, set_params
    :undoc-members:
    :show-inheritance:

pyod.utils.knowledge module
----------------------------

.. automodule:: pyod.utils.knowledge
    :members:
    :exclude-members: get_params, set_params
    :undoc-members:
    :show-inheritance: