Metadata-Version: 1.2
Name: pyss3
Version: 0.3.0
Summary: Python package that implements the SS3 text classifier (with visualizations tools for XAI)
Home-page: https://github.com/sergioburdisso/pyss3
Maintainer: Sergio Burdisso
Maintainer-email: sergio.burdisso@gmail.com, sburdisso@unsl.edu.ar
License: MIT License
Description: # PySS3: A python package implementing a novel text classifier with visualization tools for Explainable AI
        [![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)
        
        The SS3 text classifier was originally introduced in Section 3 of the [paper](https://dx.doi.org/10.1016/j.eswa.2019.05.023) entitled _"A text classification framework for simple and effective early depression detection over social media streams"_ (preprint available [here](https://arxiv.org/abs/1905.08772)).
        
        **SS3 highlights:**
        
        * A novel text classifier having the ability to visually explain its rationale.
        * Domain-independent classification that does not require feature engineering.
        * Naturally supports incremental (online) learning and incremental classification.
        
        
        ## Installation
        
        
        ### PyPi installation
        
        Simply type:
        
            pip install pyss3
        
        
        ### Installation from source
        
        To install latest version from github, clone the source from the project repository and install with setup.py::
        
            git clone https://github.com/sergioburdisso/pyss3
            cd pyss3
            python setup.py install
         
        
        ## API Documentation
        
        
        Full API documentation can be found [here](https://pyss3.readthedocs.io)
        
Platform: UNKNOWN
Classifier: Programming Language :: Python
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.5
Classifier: Programming Language :: Python :: 3.6
Classifier: Programming Language :: Python :: 3.7
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Classifier: Intended Audience :: Science/Research
Classifier: Topic :: Scientific/Engineering
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Classifier: Topic :: Scientific/Engineering :: Visualization
Classifier: Operating System :: OS Independent
Requires-Python: >=2.7
