.. _api_reference:

===============
API Reference
===============

.. automodule:: MDDC.MDDC

.. currentmodule:: MDDC.MDDC

Modified Detecting Deviating Data Cells (MDDC)
===============================================

.. autosummary::
   :toctree: generated/

    find_optimal_coef
    mddc

.. automodule:: MDDC.utils

.. currentmodule:: MDDC.utils

Utility Functions
===================

.. autosummary::
   :toctree: generated/

    generate_contin_table_with_clustered_AE
    generate_contin_table_with_clustered_AE_with_tol
    report_drug_AE_pairs
    plot_heatmap

.. automodule:: MDDC.datasets

.. currentmodule:: MDDC.datasets
   
Datasets
==========

.. autosummary::
   :toctree: generated/

    load_statin49_data
    load_statin49_cluster_idx_data
    load_statin101_data
    load_betablocker500_data
    load_sedative1000_data