I’m very happy of announcing the second release of django-ai: Artificial
Intelligence for Django.

https://github.com/math-a3k/django-ai

https://django-ai.readthedocs.io/en/latest/readme.html

The main exciting features of this version are Spam Filtering systems and
Classification with Support Vector Machines ready to be plugged into any
Django application.
Spam Filtering

This *system* uses the scikit-learn framework <http://scikit-learn.org> as
engine and allows you to incorporate to any Django Model susceptible to
spamming a self-updating filter capable of learning from labelled history
to discern Spam content so you can act accordingly.

The classifier can be chosen and all the parameters in the process can be
fine-tunned conveniently via the admin front-end. See the example
<https://django-ai.readthedocs.io/en/latest/apps/examples.html#example-spam-filtering>
and the documentation
<https://django-ai.readthedocs.io/en/latest/apps/spam_filtering.html#spam-filtering>
for more.

Plugging Spam Filters to your project has never been so easy!! :)
Classification

A new app is introduced: *Supervised Learning*, which provides
Classification and Regression models ready to be plugged into django-ai
systems or to be used stand-alone in your application where deemed
necessary.

Support Vector Machines (SVM), one of the most understood and best
performing classifier for high-dimensional data is featured in this app.

Cheers!

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