PropertyDrift
=============



.. currentmodule:: deepchecks.nlp.checks.train_test_validation

.. autoclass:: PropertyDrift
   :special-members: __init__



.. rubric:: Attributes

.. autosummary::
   :toctree:

   
   PropertyDrift.n_top_columns
   

   
   PropertyDrift.sort_feature_by
   

   
   PropertyDrift.margin_quantile_filter
   

   
   PropertyDrift.max_num_categories_for_drift
   

   
   PropertyDrift.min_category_size_ratio
   

   
   PropertyDrift.max_num_categories_for_display
   

   
   PropertyDrift.show_categories_by
   

   
   PropertyDrift.numerical_drift_method
   

   
   PropertyDrift.categorical_drift_method
   

   
   PropertyDrift.ignore_na
   

   
   PropertyDrift.min_samples
   

   
   PropertyDrift.n_samples
   






.. rubric:: Methods

.. autosummary::
   :toctree:

   
   
   PropertyDrift.add_condition
   
   
   PropertyDrift.add_condition_drift_score_less_than
   
   
   PropertyDrift.clean_conditions
   
   
   PropertyDrift.conditions_decision
   
   
   PropertyDrift.config
   
   
   PropertyDrift.from_config
   
   
   PropertyDrift.from_json
   
   
   PropertyDrift.metadata
   
   
   PropertyDrift.name
   
   
   PropertyDrift.params
   
   
   PropertyDrift.remove_condition
   
   
   PropertyDrift.run
   
   
   PropertyDrift.run_logic
   
   
   PropertyDrift.to_json
   
















Examples
~~~~~~~~

.. raw:: html

    <div class="sphx-glr-thumbcontainer">

.. only:: html

 .. figure:: /nlp/auto_checks/train_test_validation/images/thumb/sphx_glr_plot_property_drift_thumb.png
     :alt: PropertyDrift

     :ref:`sphx_glr_nlp_auto_checks_train_test_validation_plot_property_drift.py`

.. raw:: html

    </div>
    <div style="clear:both"></div>