.. currentmodule:: preprocess

.. _shallow-module:

Shallow Module
===============

Module for shallow preprocessing techniques: lowercase, contractions expansion, urls replacement, abbreviations substiturion, POS tagging, etc.

This module inherit the normalization techniques and implement POS, lemmatization and stemming.

.. automodule:: preprocess.shallow
   :members: