Skip to main content
Help us improve PyPI by participating in user testing. All experience levels needed!

Naïve Bayesian Text Classifier on Redis

Project description

name:redisbayes
description:Naïve Bayesian Text Classifier on Redis
Copyright: © 2012 Justine Alexandra Roberts Tunney
license:MIT

What Is This?

It’s a spam filter. I wrote this to filter spammy comments from a high traffic forum website and it worked pretty well. It can work for you too :) It’s not tied to any particular format like email, it just deals with the raw text.

This is probably the only spam filtering library you’ll find for Python that’s simple (170 lines of code), works (30 lines of test code), and doesn’t suck.

Installation

From folder:

sudo python setup.py install

From cheeseshop:

sudo pip install redisbayes

From git:

sudo pip install git+git://github.com/jart/redisbayes.git

Basic Usage

import redis, redisbayes
rb = redisbayes.RedisBayes(redis=redis.Redis())

rb.train('good', 'sunshine drugs love sex lobster sloth')
rb.train('bad', 'fear death horror government zombie god')

assert rb.classify('sloths are so cute i love them') == 'good'
assert rb.classify('i fear god and love the government') == 'bad'

print rb.score('i fear god and love the government')

rb.untrain('good', 'sunshine drugs love sex lobster sloth')
rb.untrain('bad', 'fear death horror government zombie god')

Project details


Release history Release notifications

This version
History Node

0.1.3

History Node

0.1.2

History Node

0.1.1

History Node

0.1

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Filename, size & hash SHA256 hash help File type Python version Upload date
redisbayes-0.1.3.tar.gz (9.8 kB) Copy SHA256 hash SHA256 Source None Jul 3, 2012

Supported by

Elastic Elastic Search Pingdom Pingdom Monitoring Google Google BigQuery Sentry Sentry Error logging CloudAMQP CloudAMQP RabbitMQ AWS AWS Cloud computing Fastly Fastly CDN DigiCert DigiCert EV certificate StatusPage StatusPage Status page