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sergioburdisso committed Nov 12, 2019
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# PySS3: A python package implementing a novel text classifier with visualization tools for Explainable AI
<img src="https://raw.githubusercontent.com/sergioburdisso/pyss3/master/docs/_static/ss3_logo_banner.png" alt="PySS3 Logo" title="PySS3" height="100" />

[![Documentation Status](https://readthedocs.org/projects/pyss3/badge/?version=latest)](http://pyss3.readthedocs.io/en/latest/?badge=latest)
[![Build Status](https://travis-ci.org/sergioburdisso/pyss3.svg?branch=master)](https://travis-ci.org/sergioburdisso/pyss3)
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[![MIT License][license-badge]][license]

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# A python package implementing a novel text classifier with visualization tools for Explainable AI.

The SS3 text classifier is a novel supervised machine learning model for text classification. SS3 was originally introduced in Section 3 of the paper _["A text classification framework for simple and effective early depression detection over social media streams"](https://dx.doi.org/10.1016/j.eswa.2019.05.023)_ (preprint available [here](https://arxiv.org/abs/1905.08772)).

**Some virtues of SS3:**
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