Metadata-Version: 2.1
Name: languageflow
Version: 1.1.7a3
Summary: Useful stuffs for NLP experiments
Home-page: https://github.com/undertheseanlp/languageflow
Author: Vu Anh
Author-email: anhv.ict91@gmail.com
License: MIT license
Keywords: languageflow
Platform: UNKNOWN
Classifier: Development Status :: 2 - Pre-Alpha
Classifier: Intended Audience :: Developers
Classifier: License :: OSI Approved :: MIT License
Classifier: Natural Language :: English
Classifier: Programming Language :: Python :: 2.7
Classifier: Programming Language :: Python :: 3.5
Classifier: Programming Language :: Python :: 3.6

============
LanguageFlow
============

.. image:: https://img.shields.io/pypi/v/languageflow.svg
        :target: https://pypi.python.org/pypi/languageflow

.. image:: https://img.shields.io/pypi/pyversions/languageflow.svg
        :target: https://pypi.python.org/pypi/languageflow

.. image:: https://img.shields.io/pypi/l/languageflow.svg
        :target: https://pypi.python.org/pypi/languageflow

.. image:: https://img.shields.io/travis/undertheseanlp/languageflow.svg
        :target: https://travis-ci.org/undertheseanlp/languageflow

.. image:: https://readthedocs.org/projects/languageflow/badge/?version=latest
        :target: http://languageflow.readthedocs.io/en/latest/
        :alt: Documentation Status

Data loaders and abstractions for text and NLP

Requirements
------------

Dependencies:

* future
* tox
* joblib
* pandas
* numpy
* scipy
* python-crfsuite
* scikit-learn==0.19.0
* fasttext==0.8.3
* xgboost

Install dependencies

.. code-block:: bash

    $ pip install joblib future numpy scipy pandas
    $ pip install scikit-learn==0.19.0
    $ pip install python-crfsuite==0.9.5
    $ pip install Cython
    $ pip install -U fasttext --no-cache-dir --no-deps --force-reinstall
    $ pip install xgboost


Installation
------------


Stable version

.. code-block:: bash

    $ pip install https://github.com/undertheseanlp/languageflow/archive/master.zip

Develop version

.. code-block:: bash

    $ pip install https://github.com/undertheseanlp/languageflow/archive/develop.zip


=======
History
=======

1.1.7-alpha (2018-04-10)
------------------------

* Fix dependencies hell


1.1.6 (2017-12-26)
------------------

* Add data module to handle data downloading and data preprocessing
* Add many new models: SGDClassifier, XGBoostClassier, FastTextClassifier, CRF
* Add new feature: LanguageBoard
* Automatic continuous integration with travis-ci
* Build docs with readthedocs.org


1.1.5 (2017-12-11)
------------------

* Refactor project to integrate with underthesea experiment

0.1.0 (2017-09-18)
------------------

* First release on PyPI.



