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A simple short-text classification tool based on LibLinear

Project Description

A simple, efficient short-text classification tool based on LibLinear.

Sample Usage

>>> from tgrocery import Grocery
# Create a grocery(don't forget to set a name)
>>> grocery = Grocery('sample')
# Train from list
>>> train_src = [
    ('education', 'Student debt to cost Britain billions within decades'),
    ('education', 'Chinese education for TV experiment'),
    ('sports', 'Middle East and Asia boost investment in top level sports'),
    ('sports', 'Summit Series look launches HBO Canada sports doc series: Mudhar')
]
>>> grocery.train(train_src)
# Or train from file
>>> grocery.train('train_ch.txt')
# Save model
>>> grocery.save()
# Load model(the same name as previous)
>>> new_grocery = Grocery('sample')
>>> new_grocery.load()
# Predict
>>> new_grocery.predict('Abbott government spends $8 million on higher education media blitz')
education
# Test from list
>>> test_src = [
    ('education', 'Abbott government spends $8 million on higher education media blitz'),
    ('sports', 'Middle East and Asia boost investment in top level sports'),
]
>>> new_grocery.test(test_src)
# Return Accuracy
1.0
# Or test from file
>>> new_grocery.test('test_ch.txt')
# Custom tokenize
>>> custom_grocery = Grocery('custom', custom_tokenize=list)

Installation

$ pip install tgrocery
Release History

Release History

This version
History Node

0.1.4

History Node

0.1.3

History Node

0.1.2

History Node

0.1.1

History Node

0.1.0

Download Files

Download Files

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File Name & Checksum SHA256 Checksum Help Version File Type Upload Date
tgrocery-0.1.4.tar.gz (39.6 kB) Copy SHA256 Checksum SHA256 Source May 14, 2016

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