This package contains preprocessing functions
Project description
NLPPREPROCESS
NLPPREPROCESS is a preprocessing package for NLP task. The main objective of the package is to reduce time consumed for preprocessing by using ready made functions.
Requirements
- Python 3.4 or higher
Installation
Using PIP via PyPI
$ pip install nlppreprocess
Manually via GIT
$ git clone git://github.com/gaganmanku96/nlppreprocess
$ cd nlppreprocess
$ python setup.py install
Functionalities
- Replaces words
- Remove stopwords
- Remove numbers
- Remove HTML tags
- Remove punctations
Usage
>>> from nlpuitls import NLP
>>> obj = NLP()
Parameters
>>> obj = NLP(
replace_words=True,
remove_stopwords=True,
remove_numbers=True,
remove_HTML_tags=True,
remove_punctation=True
)
Using with Pandas Library
>>> dataFrame['text'] = dataFrame['text].apply(obj.process)
Using with plain textx
>>> print(obj.process("Pass a text here"))
Add more stopwords
>>> obj = NLP()
>>> obj.add_stopword(['this', 'and this'])
Add more replace words
>>> obj = NLP()
>>> obj.add_replacement([this="by this", this="by this"])
Project details
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