timesead.data.preprocessing.tep
===============================

.. py:module:: timesead.data.preprocessing.tep


Functions
---------

.. autoapisummary::

   timesead.data.preprocessing.tep.make_chunks
   timesead.data.preprocessing.tep.preprocess_tep_data


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

.. py:function:: make_chunks(liste, chunksize)

.. py:function:: preprocess_tep_data(dataset_dir: str, out_dir: str, chunksize: int = 100000, fault_chunksize: int = 7)

   Preprocess TEP dataset for experiments

   :param dataset_dir: Path to the dataset folder
   :param out_dir: Directory where the preprocessed data should be saved. This directory should exist already.
   :param chunksize: The processed csv is saved using this chunksize value.
   :param fault_chunksize: The processed TEP faults as saved in chunks specified by this.