languageflow 1.1.7a2

Useful stuffs for NLP experiments

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

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

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

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

.. image:: https://img.shields.io/travis/magizbox/underthesea.svg
:target: https://travis-ci.org/magizbox/underthesea

.. 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


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History
=======

1.1.7-alpha (2018-04-10)
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* Fix dependencies hell


1.1.6 (2017-12-26)
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* 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)
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* Refactor project to integrate with underthesea experiment

0.1.0 (2017-09-18)
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* First release on PyPI.