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Django text classifier validation

Project Description

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"}
]

Release history Release notifications

This version
History Node

1.0

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Filename, size & hash SHA256 hash help File type Python version Upload date
django_textclassifier-1.0-py2-none-any.whl (5.7 kB) Copy SHA256 hash SHA256 Wheel 2.7 Nov 22, 2015
django-textclassifier-1.0.tar.gz (3.4 kB) Copy SHA256 hash SHA256 Source None Nov 22, 2015

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