django-textclassifier 1.0

Validators and some utility functions for validating fields using a naive bayesian text classifier, provided by TextBlob

Usage

Add this application to your Django project:

INSTALLED_APPS = [
    ...
    'textclassifier',
    ...
]

You’ll also need to set the data file source in your settings:

TEXTCLASSIFIER_DATA_FILE = '/tmp/test.json'

Note

The current implementation is very basic, only allowing for one data file. This will eventually be more configurable, but is just a POC for now.

Data file

The data file needs to be written by hand for now as well. It is read using the TextBlob JSON formatter

The file should use the labels spam and valid:

[
    {"text": "This is spam", "label": "spam"},
    {"text": "This is valid", "label": "valid"}
]