pdstools.adm.Plots
==================

.. py:module:: pdstools.adm.Plots

.. autoapi-nested-parse::

   Plot methods for :class:`pdstools.adm.ADMDatamart`.

   This package decomposes the legacy ``Plots`` god-class into mixins
   grouped by concern. The public ``Plots`` class composes those mixins
   so that ``dm.plot.<method>`` continues to expose the same surface as
   before — no public method names, signatures or return types change.

   Layout
   ------
   - ``_helpers``    – ``requires`` decorator, ``MetricLimits`` annotation
     helper, and small plotly building blocks reused by multiple mixins.
   - ``_overview``   – :meth:`bubble_chart`, :meth:`tree_map`,
     :meth:`action_overlap`, :meth:`partitioned_plot`.
   - ``_performance`` – :meth:`over_time`, :meth:`gains_chart`,
     :meth:`performance_volume_distribution`,
     :meth:`proposition_success_rates`.
   - ``_score``      – :meth:`score_distribution`,
     :meth:`multiple_score_distributions`.
   - ``_predictors`` – :meth:`predictor_performance`,
     :meth:`predictor_category_performance`, :meth:`predictor_contribution`,
     :meth:`predictor_performance_heatmap`, :meth:`predictor_count`.
   - ``_binning``    – :meth:`predictor_binning`,
     :meth:`multiple_predictor_binning`, :meth:`binning_lift`.



Classes
-------

.. autoapisummary::

   pdstools.adm.Plots.Plots


Package Contents
----------------

.. py:class:: Plots(datamart: pdstools.adm.ADMDatamart.ADMDatamart)

   Bases: :py:obj:`_overview._OverviewPlotsMixin`, :py:obj:`_performance._PerformancePlotsMixin`, :py:obj:`_score._ScorePlotsMixin`, :py:obj:`_predictors._PredictorPlotsMixin`, :py:obj:`_binning._BinningPlotsMixin`, :py:obj:`_base._PlotsBase`, :py:obj:`pdstools.utils.namespaces.LazyNamespace`


   Namespace exposing all out-of-the-box ADM datamart plots.

   Methods are defined across the ``_overview``, ``_performance``,
   ``_score``, ``_predictors`` and ``_binning`` submodules and composed
   here. The class is consumed via ``dm.plot.<method>`` on an
   :class:`~pdstools.adm.ADMDatamart` instance.


   .. py:attribute:: dependencies
      :type:  ClassVar[list[str]]
      :value: ['plotly']



   .. py:attribute:: dependency_group
      :value: 'adm'



   .. py:attribute:: datamart