TextClassifier 0.0.6.8

Short text Classifier based on Numpy,scikit-learn,Pandas,Matplotlib

A simple, efficient short-text classification tool based on Numpy,scikit-learn,Pandas,Matplotlib.

Train Data Format

Vokal	Umlaut
aA	äÄ
oO	öÖ

type	Text
game	The LoL champions pro players would ban forever
society	In Beijing you should keep the rules
etc.	etc.

Sample Usage

>>> import TextClassifier
>>> tc = TextClassifier.classifier_container()
>>> tc.load_Data('../data/Train.txt')
>>> tc.train()

>>> print tc.predict('Faker is the first League of Legends player to earn over $1 million in prize money')
>>> [u'game']

>>> print tc.predict(['Faker is the first League of Legends player to earn over $1 million in prize money',
                    '18-year-old youth killed 88-year-old veteran',
                    'Take you into the real North Korea'])
>>> [u'game',u'society',u'world']

Installation

$ pip install TextClassifier

Links

• Code on Github