jpt.learning.preprocessing
==========================

.. py:module:: jpt.learning.preprocessing


Attributes
----------

.. autoapisummary::

   jpt.learning.preprocessing._locals
   jpt.learning.preprocessing.logger


Functions
---------

.. autoapisummary::

   jpt.learning.preprocessing._terminate_worker
   jpt.learning.preprocessing._initialize_worker
   jpt.learning.preprocessing.map_col
   jpt.learning.preprocessing.preprocess_data


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

.. py:data:: _locals

.. py:data:: logger

.. py:function:: _terminate_worker()

.. py:function:: _initialize_worker(shm_name)

.. py:function:: map_col(args) -> None

.. py:function:: preprocess_data(jpt: jpt.trees.JPT, data: pandas.DataFrame, multicore: int = None, verbose: bool = False) -> pandas.DataFrame

   Transform the input data into an internal representation.

   :param jpt:
   :param verbose:
   :param multicore:
   :param data: The data to transform
   :return: the preprocessed data