SafeModel Examples
==================

This section demonstrates how to use the SafeModel package for ante-hoc privacy assessment.

SafeModel Usage
---------------

Example showing how to use SafeModel wrappers for privacy-aware machine learning:

.. literalinclude:: ../../examples/safemodel/safemodel.py
   :language: python
   :linenos:
   :caption: SafeModel Usage Example

The SafeModel package provides wrappers around common machine learning models that automatically assess privacy risks before training. This helps researchers identify potentially problematic model configurations before investing time in training.