Metadata-Version: 2.1
Name: textacy
Version: 0.7.0
Summary: NLP, before and after spaCy
Home-page: https://github.com/chartbeat-labs/textacy
Maintainer: Burton DeWilde
Maintainer-email: burtdewilde@gmail.com
License: Apache
Download-URL: https://pypi.org/project/textacy
Keywords: textacy,spacy,nlp,text processing,linguistics
Platform: UNKNOWN
Classifier: Development Status :: 4 - Beta
Classifier: License :: OSI Approved :: Apache Software License
Classifier: Intended Audience :: Developers
Classifier: Programming Language :: Python
Classifier: Programming Language :: Python :: 2
Classifier: Programming Language :: Python :: 2.7
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.5
Classifier: Programming Language :: Python :: 3.6
Classifier: Programming Language :: Python :: 3.7
Classifier: Natural Language :: English
Classifier: Topic :: Text Processing :: Linguistic
Requires-Dist: cachetools (>=2.0.0)
Requires-Dist: cytoolz (>=0.8.0)
Requires-Dist: joblib (>=0.13.0)
Requires-Dist: networkx (>=1.11)
Requires-Dist: numpy (<2.0.0,>=1.9.0)
Requires-Dist: pyemd (>=0.3.0)
Requires-Dist: pyphen (>=0.9.4)
Requires-Dist: python-levenshtein (>=0.12.0)
Requires-Dist: requests (>=2.10.0)
Requires-Dist: scipy (>=0.17.0)
Requires-Dist: scikit-learn (<0.21.0,>=0.17.0)
Requires-Dist: spacy (>=2.0.12)
Requires-Dist: srsly (>=0.0.5)
Requires-Dist: tqdm (>=4.11.1)
Requires-Dist: backports.csv (>=1.0.1) ; python_version=="2.7"
Provides-Extra: all
Requires-Dist: matplotlib (>=1.5.0) ; extra == 'all'
Requires-Dist: cld2-cffi (>=0.1.4) ; extra == 'all'
Provides-Extra: lang
Requires-Dist: cld2-cffi (>=0.1.4) ; extra == 'lang'
Provides-Extra: viz
Requires-Dist: matplotlib (>=1.5.0) ; extra == 'viz'

textacy: NLP, before and after spaCy
====================================

``textacy`` is a Python library for performing a variety of natural language
processing (NLP) tasks, built on the high-performance ``spacy`` library. With the
fundamentals --- tokenization, part-of-speech tagging, dependency parsing, etc. ---
delegated to another library, ``textacy`` focuses on the tasks that come before
and follow after.

.. image:: https://img.shields.io/travis/chartbeat-labs/textacy/master.svg?style=flat-square
    :target: https://travis-ci.org/chartbeat-labs/textacy
    :alt: build status

.. image:: https://img.shields.io/github/release/chartbeat-labs/textacy.svg?style=flat-square
    :target: https://github.com/chartbeat-labs/textacy/releases
    :alt: current release version

.. image:: https://img.shields.io/pypi/v/textacy.svg?style=flat-square
    :target: https://pypi.python.org/pypi/textacy
    :alt: pypi version

.. image:: https://anaconda.org/conda-forge/textacy/badges/version.svg
    :target: https://anaconda.org/conda-forge/textacy
    :alt: conda version

Features
--------

- Provide a convenient entry point and interface to one or many documents, with
  the core processing delegated to spaCy
- Stream text, json, csv, spaCy binary, and other data to and from disk
- Download and explore a variety of included datasets with both text content and
  metadata, from Congressional speeches to historical literature to Reddit comments
- Clean and normalize raw text, before analyzing it
- Access and filter basic linguistic elements, such as words, ngrams, and noun
  chunks; extract named entities, acronyms and their definitions, and key terms
- Flexibly tokenize and vectorize documents and corpora, then train, interpret,
  and visualize topic models using LSA, LDA, or NMF methods
- Compare strings, sets, and documents by a variety of similarity metrics
- Calculate common text statistics, including Flesch-Kincaid Grade Level,
  SMOG Index, and multilingual Flesch Reading Ease

... *and more!*


Links
-----

- PyPi project: https://pypi.org/project/textacy
- Source code: https://github.com/chartbeat-labs/textacy
- Documentation: https://chartbeat-labs.github.io/textacy

**Note:** Docs used to be hosted on ReadTheDocs, but the builds stopped working
many months ago, and now those docs are out-of-date. This is unfortunate, especially
since ReadTheDocs allows for multiple versions while GitHub Pages does not.
I'll keep trying on ReadTheDocs; if the build issues ever get resolved, I'll
switch the docs back.


Maintainer
----------

Howdy, y'all. 👋

- Burton DeWilde (<burton@chartbeat.com>)


