.. _mlrun.model_monitoring:

mlrun.model_monitoring
======================

.. automodule:: mlrun.model_monitoring.api
   :members:

.. autoclass:: mlrun.model_monitoring.applications.ModelMonitoringApplicationResult
   :members:

.. autoclass:: mlrun.model_monitoring.applications.ModelMonitoringApplicationMetric
   :members:

.. autoclass:: mlrun.model_monitoring.applications.MonitoringApplicationContext
   :members:
   :exclude-members: sample_df, model_endpoint, feature_stats, sample_df_stats, feature_names, label_names, model

.. autoclass:: mlrun.model_monitoring.applications.ModelMonitoringApplicationBase
   :members:
   :exclude-members: do

.. autoclass:: mlrun.model_monitoring.applications.evidently.EvidentlyModelMonitoringApplicationBase
   :members:

.. automodule:: mlrun.model_monitoring.applications.histogram_data_drift
   :members: