mlm\_insights.core.metrics package
==================================

Subpackages
-----------

.. toctree::
   :maxdepth: 4

   mlm_insights.core.metrics.bias_and_fairness
   mlm_insights.core.metrics.classification_metrics
   mlm_insights.core.metrics.conflict_metrics
   mlm_insights.core.metrics.data_quality
   mlm_insights.core.metrics.datetime_metrics
   mlm_insights.core.metrics.drift_metrics
   mlm_insights.core.metrics.interfaces
   mlm_insights.core.metrics.regression_metrics

Submodules
----------

mlm\_insights.core.metrics.count module
---------------------------------------

.. automodule:: mlm_insights.core.metrics.count
   :members:
   :undoc-members:
   :show-inheritance:

mlm\_insights.core.metrics.dataset\_metric\_registry module
-----------------------------------------------------------

.. automodule:: mlm_insights.core.metrics.dataset_metric_registry
   :members:
   :undoc-members:
   :show-inheritance:

mlm\_insights.core.metrics.dataset\_summary module
--------------------------------------------------

.. automodule:: mlm_insights.core.metrics.dataset_summary
   :members:
   :undoc-members:
   :show-inheritance:

mlm\_insights.core.metrics.distinct\_count module
-------------------------------------------------

.. automodule:: mlm_insights.core.metrics.distinct_count
   :members:
   :undoc-members:
   :show-inheritance:

mlm\_insights.core.metrics.duplicate\_count module
--------------------------------------------------

.. automodule:: mlm_insights.core.metrics.duplicate_count
   :members:
   :undoc-members:
   :show-inheritance:

mlm\_insights.core.metrics.framework\_metrics\_enum module
----------------------------------------------------------

.. automodule:: mlm_insights.core.metrics.framework_metrics_enum
   :members:
   :undoc-members:
   :show-inheritance:

mlm\_insights.core.metrics.frequency\_distribution module
---------------------------------------------------------

.. automodule:: mlm_insights.core.metrics.frequency_distribution
   :members:
   :undoc-members:
   :show-inheritance:

mlm\_insights.core.metrics.iqr module
-------------------------------------

.. automodule:: mlm_insights.core.metrics.iqr
   :members:
   :undoc-members:
   :show-inheritance:

mlm\_insights.core.metrics.is\_constant\_feature module
-------------------------------------------------------

.. automodule:: mlm_insights.core.metrics.is_constant_feature
   :members:
   :undoc-members:
   :show-inheritance:

mlm\_insights.core.metrics.is\_negative module
----------------------------------------------

.. automodule:: mlm_insights.core.metrics.is_negative
   :members:
   :undoc-members:
   :show-inheritance:

mlm\_insights.core.metrics.is\_non\_zero module
-----------------------------------------------

.. automodule:: mlm_insights.core.metrics.is_non_zero
   :members:
   :undoc-members:
   :show-inheritance:

mlm\_insights.core.metrics.is\_positive module
----------------------------------------------

.. automodule:: mlm_insights.core.metrics.is_positive
   :members:
   :undoc-members:
   :show-inheritance:

mlm\_insights.core.metrics.is\_quasi\_constant\_feature module
--------------------------------------------------------------

.. automodule:: mlm_insights.core.metrics.is_quasi_constant_feature
   :members:
   :undoc-members:
   :show-inheritance:

mlm\_insights.core.metrics.kurtosis module
------------------------------------------

.. automodule:: mlm_insights.core.metrics.kurtosis
   :members:
   :undoc-members:
   :show-inheritance:

mlm\_insights.core.metrics.max module
-------------------------------------

.. automodule:: mlm_insights.core.metrics.max
   :members:
   :undoc-members:
   :show-inheritance:

mlm\_insights.core.metrics.mean module
--------------------------------------

.. automodule:: mlm_insights.core.metrics.mean
   :members:
   :undoc-members:
   :show-inheritance:

mlm\_insights.core.metrics.metric\_metadata module
--------------------------------------------------

.. automodule:: mlm_insights.core.metrics.metric_metadata
   :members:
   :undoc-members:
   :show-inheritance:

mlm\_insights.core.metrics.metric\_registry module
--------------------------------------------------

.. automodule:: mlm_insights.core.metrics.metric_registry
   :members:
   :undoc-members:
   :show-inheritance:

mlm\_insights.core.metrics.metric\_result module
------------------------------------------------

.. automodule:: mlm_insights.core.metrics.metric_result
   :members:
   :undoc-members:
   :show-inheritance:

mlm\_insights.core.metrics.min module
-------------------------------------

.. automodule:: mlm_insights.core.metrics.min
   :members:
   :undoc-members:
   :show-inheritance:

mlm\_insights.core.metrics.mode module
--------------------------------------

.. automodule:: mlm_insights.core.metrics.mode
   :members:
   :undoc-members:
   :show-inheritance:

mlm\_insights.core.metrics.percentiles module
---------------------------------------------

.. automodule:: mlm_insights.core.metrics.percentiles
   :members:
   :undoc-members:
   :show-inheritance:

mlm\_insights.core.metrics.performance\_metrics\_utils module
-------------------------------------------------------------

.. automodule:: mlm_insights.core.metrics.performance_metrics_utils
   :members:
   :undoc-members:
   :show-inheritance:

mlm\_insights.core.metrics.probablity\_distribution module
----------------------------------------------------------

.. automodule:: mlm_insights.core.metrics.probablity_distribution
   :members:
   :undoc-members:
   :show-inheritance:

mlm\_insights.core.metrics.quartiles module
-------------------------------------------

.. automodule:: mlm_insights.core.metrics.quartiles
   :members:
   :undoc-members:
   :show-inheritance:

mlm\_insights.core.metrics.range module
---------------------------------------

.. automodule:: mlm_insights.core.metrics.range
   :members:
   :undoc-members:
   :show-inheritance:

mlm\_insights.core.metrics.rows\_count module
---------------------------------------------

.. automodule:: mlm_insights.core.metrics.rows_count
   :members:
   :undoc-members:
   :show-inheritance:

mlm\_insights.core.metrics.serializer module
--------------------------------------------

.. automodule:: mlm_insights.core.metrics.serializer
   :members:
   :undoc-members:
   :show-inheritance:

mlm\_insights.core.metrics.skewness module
------------------------------------------

.. automodule:: mlm_insights.core.metrics.skewness
   :members:
   :undoc-members:
   :show-inheritance:

mlm\_insights.core.metrics.standard\_deviation module
-----------------------------------------------------

.. automodule:: mlm_insights.core.metrics.standard_deviation
   :members:
   :undoc-members:
   :show-inheritance:

mlm\_insights.core.metrics.sum module
-------------------------------------

.. automodule:: mlm_insights.core.metrics.sum
   :members:
   :undoc-members:
   :show-inheritance:

mlm\_insights.core.metrics.top\_k\_frequent\_elements module
------------------------------------------------------------

.. automodule:: mlm_insights.core.metrics.top_k_frequent_elements
   :members:
   :undoc-members:
   :show-inheritance:

mlm\_insights.core.metrics.type\_metric module
----------------------------------------------

.. automodule:: mlm_insights.core.metrics.type_metric
   :members:
   :undoc-members:
   :show-inheritance:

mlm\_insights.core.metrics.variance module
------------------------------------------

.. automodule:: mlm_insights.core.metrics.variance
   :members:
   :undoc-members:
   :show-inheritance:

Module contents
---------------

.. automodule:: mlm_insights.core.metrics
   :members:
   :undoc-members:
   :show-inheritance: