Redis based text classification service with real-time web interface.
Text classification, document classification or document categorization is a problem in library science, information science and computer science. The task is to assign a document to one or more classes or categories.
https://en.wikipedia.org/wiki/Document_classification
There are many use cases of document classifiers in real world:
- Spam filters
- Web page classification
- News and and topic categorization
- Sentiment Analysis
sudo pip install klassify
If you don't have an nltk corpus, you'll need to run this:
python -c 'import nltk; nltk.download("stopwords")'
You'll also need redis installed, check if you have it installed by running this command:
redis-server
If you get a command not found, follow these instructions
virtualenv foo
source foo/bin/activate
pip install klassify
python -m klassify
python -m klassify
Command line options:
--port run on the given port (default 8888)
--prefix prefix that will be used in redis keys
(default klassify)
--redis-db redis database (default 0)
--redis-host redis host (default localhost)
--redis-port redis port (default 6379)