opendp.extras.sklearn package

Subpackages

• opendp.extras.sklearn.decomposition package
  • Module contents
    • PCAEpsilons
    • make_private_pca()

Module contents

This module requires extra installs: pip install 'opendp[scikit-learn]'

For convenience, all the functions of this module are also available from opendp.prelude. We suggest importing under the conventional name dp:

>>> import opendp.prelude as dp

The methods of this module will then be accessible at dp.sklearn. Submodule organization will follow the conventions of scikit-learn.