.. _api:

API
==========


Data & Plotting
---------------

.. autoclass:: fairensics.data.decision_boundary.DecisionBoundary

.. autoclass:: fairensics.data.synthetic_dataset.SyntheticDataset


Modeling
---------------

.. autoclass:: fairensics.methods.disparate_impact.AccurateDisparateImpact

.. autoclass:: fairensics.methods.disparate_impact.FairDisparateImpact

.. autoclass:: fairensics.methods.disparate_mistreatment.DisparateMistreatment

.. autoclass:: fairensics.methods.preferential_fairness.PreferentialFairness

.. autoclass:: fairensics.methods.fairness_warnings.FairnessBoundsWarning

.. autoclass:: fairensics.methods.fairness_warnings.DataSetSkewedWarning

.. autoclass:: fairensics.methods.utils.LossFunctions

.. autofunction:: fairensics.methods.utils.get_one_hot_encoding

.. autofunction:: fairensics.methods.utils.add_intercept

.. autofunction:: fairensics.methods.utils.get_protected_attributes_dict


Utilities
---------------

.. automodule:: fairensics.fairensics_utils