context_model
=============

.. py:module:: context_model

.. autoapi-nested-parse::

   Context model including multiple context dimensions, e.g., temporal.



Classes
-------

.. autoapisummary::

   context_model.ContextModel


Module Contents
---------------

.. py:class:: ContextModel(context_probability_mapping: Dict[str, Dict[str, float]] = _DEFAULT_CONTEXT_PROBABILITIES)

   Instantiates a context model.

   :param context_probability_mapping: A dictionary with necessary
                                       probabilities to sample context. If it is not provided, we use
                                       default values. The dictionary should contain the context
                                       dimension as the outer key and the corresponding value should be
                                       another dictionary with key-value pairs for events and the
                                       respective probability assigned to it. Example structure:
                                       {
                                         temporal: {
                                             weekend: 0.50,
                                             weekday: 0.50
                                         },
                                         relational: {
                                             group: 0.50,
                                             alone: 0.50
                                         }
                                       }


   .. py:method:: sample_context()

      Samples context along each of the dimensions independently.

      Args:

      Returns: