Metadata-Version: 2.1
Name: linguistics
Version: 2022.5.8
Summary: Python library for natural language processing
Home-page: https://github.com/idin/linguistics
Author: Idin
Author-email: py@idin.ca
License: MIT
Description: # Linguistics
        Linguistics is a Python library for natural language processing.
        
        ## Installation
        You can use pip to install linguistics.
        ```bash
        pip install linguistics
        ```
        
        ## Dependencies
        Linguistics uses Abstract and Graphviz to visualize graphs of the document.
        
        ## Similarity
        
        ### Sentence
        
        #### get_similar_pairs
        
        ```python
        from linguistics.similarity import Sentence
        
        sentence_1 = Sentence('John Joseph Nicholson')
        sentence_2 = Sentence('Nicholson, Jack')
        print(sentence_1.get_similar_pairs(sentence_2))
        ```
        produces:
        ```json
        [{'word_1': Nicholson,
          'word_2': Nicholson,
          'similarity': 1.0,
          'index_1': 2,
          'index_2': 0},
         {'word_1': John,
          'word_2': Jack,
          'similarity': 0.5,
          'index_1': 0,
          'index_2': 1},
         {'word_1': Joseph,
          'word_2': None,
          'similarity': 0,
          'index_1': 1,
          'index_2': None}]
        ```
        
        #### get_unordered_similarity
        ```python
        print(sentence_1.get_unordered_similarity(sentence_2))
        print(sentence_1.get_unordered_similarity(sentence_2, case_sensitivity=0, weights=[1, 1]))
        print(sentence_1.get_unordered_similarity(sentence_2, case_sensitivity=0, weights=[2, 1]))
        print(sentence_1.get_unordered_similarity(sentence_2, case_sensitivity=0, weights=[1]))
        print(sentence_1.get_unordered_similarity(sentence_2, case_sensitivity=0, first_char_weight=1, weights=[1, 1]))
        ```
        produces
        ```json
        0.5
        0.75
        0.8333333333333334
        1.0
        0.875
        ```
        
        
        ## *Document*
        ```python
        from linguistics import Document
        
        # create document
        document = Document("He also begat and brought up five pairs of male children.")
        ```
        
        ### Entity Graph
        ```python
        display(document.entity_graph.render())
        ```
        ![](https://github.com/idin/linguistics/blob/master/pictures/entity_graph.png?raw=true)
        
        ### Document Graph
        ```python
        display(document.graph.render())
        ```
        ![](https://github.com/idin/linguistics/blob/master/pictures/document_graph.png?raw=true)
        
Platform: UNKNOWN
Classifier: Development Status :: 3 - Alpha
Classifier: Intended Audience :: Developers
Classifier: Programming Language :: Python :: 3 :: Only
Classifier: Programming Language :: Python :: 3.6
Classifier: Programming Language :: Python :: 3.7
Classifier: Topic :: Software Development :: Libraries :: Python Modules
Requires-Python: ~=3.6
Description-Content-Type: text/markdown
