Metadata-Version: 2.1
Name: nlppreprocess
Version: 0.2.5
Summary: This package contains preprocessing functions
Home-page: https://github.com/gaganmanku96/nlppreprocess
Author: Gagandeep Singh
Author-email: gaganmanku96@gmail.com
License: License :: OSI Approved :: MIT License
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
        1. Replaces words
        2. Remove stopwords
        3. Remove numbers
        4. Remove HTML tags
        5. 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"])
         ```
        
         
        
Platform: UNKNOWN
Classifier: Programming Language :: Python
Classifier: Programming Language :: Python :: 3
Classifier: Operating System :: OS Independent
Requires-Python: >=3.4
Description-Content-Type: text/markdown
