Examples
========

Quick Start
^^^^^^^^^^^^^^^^^^

Here's a simple example showing how to use PySAD for anomaly detection on streaming data:

.. literalinclude:: ../examples/example_usage_short.py
   :language: python


Example Full Usage
^^^^^^^^^^^^^^^^^^

.. literalinclude:: ../examples/example_usage.py
   :language: python


Example Statistics Usage
^^^^^^^^^^^^^^^^^^^^^^^^

.. literalinclude:: ../examples/example_statistics.py
   :language: python


Example Ensembler Usage
^^^^^^^^^^^^^^^^^^^^^^^^

.. literalinclude:: ../examples/example_ensemble.py
   :language: python


Example Probability Calibrator Usage
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

.. literalinclude:: ../examples/example_probability_calibration.py
   :language: python

Example PyOD Integration
^^^^^^^^^^^^^^^^^^^^^^^^

.. literalinclude:: ../examples/example_pyod_integration.py
   :language: python