Metadata-Version: 2.1
Name: TextVectorizer
Version: 0.1.0
Summary: Feature Engineering for Textual Data
Home-page: https://github.com/itsshavar/TextVectorizer
Author: Shashi Tripathi, Rahul Kumar Yadav
Author-email: shashi.123.prakash@gmail.com,rahulkryadav93@gmail.com
License: UNKNOWN
Description: # TextVectorizer
        A Library for representation learning of Text using Transformers such as BERT, AlBERT, RoBERTA and spacy
        
        # Text Annotation
        >>> from TextVectorizer import Vectorizer
        >>> from TextVectorizer import Vectorizer
        >>> vec = Vectorizer('bert')
        >>> for i in vec.annotate('Hi I am Rahul'):
        ...     print(i.text,i.pos_)
        Hi INTJ
        I PRON
        am AUX
        Rahul PROPN
        
        # Document Similarity
        >>> from TextVectorizer import Vectorizer
        >>> vec = Vectorizer()
        >>> doc1  = 'Apple is a company'
        >>> doc2 = 'Apple is fruit'
        >>> vec.similarity(doc1,doc2)
        0.622238214831199
        
        
Platform: UNKNOWN
Description-Content-Type: text/markdown
