Metadata-Version: 2.1
Name: pusion
Version: 0.2.0
Summary: Pusion (Python Universal Fusion) is a generic and automated framework for decision fusion written in Python.
Author: Admir Obralija
Author-email: Yannick Wilhelm <yannick.wilhelm@gsame.uni-stuttgart.de>
License: MIT License
        
        Copyright (c) 2021 Admir Obralija, Yannick Wilhelm.
        Institute for Parallel and Distributed Systems, University of Stuttgart.
        
        Permission is hereby granted, free of charge, to any person obtaining a copy
        of this software and associated documentation files (the "Software"), to deal
        in the Software without restriction, including without limitation the rights
        to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
        copies of the Software, and to permit persons to whom the Software is
        furnished to do so, subject to the following conditions:
        
        The above copyright notice and this permission notice shall be included in all
        copies or substantial portions of the Software.
        
        THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
        IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
        FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
        AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
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        OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
        SOFTWARE.
        
Project-URL: homepage, https://github.com/IPVS-AS/pusion
Project-URL: documentation, https://ipvs-as.github.io/pusion/build/html/index.html
Project-URL: Bug Tracker, https://github.com/IPVS-AS/pusion/issues
Keywords: decision fusion,combining classifiers,fusion,pusion
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Requires-Python: >=3.6
Description-Content-Type: text/markdown
Provides-Extra: test
Provides-Extra: doc
License-File: LICENSE

<img src="docs/source/_static/images/pusion_logo.svg" alt="drawing" width="400"/>

# _pusion_ – Decision Fusion Framework

Pusion (**P**ython **U**niversal Fu**sion**) is a generic and flexible framework written in Python for combining multiple classifier’s decision outcomes.

The framework comprises a variety of decision fusion methods adapted from the field of ensemble techniques and pattern recognition. The general purpose of the framework is to improve classification performance over input classifiers and to determine the compatibility of individual decision fusion methods for a given problem. 
Pusion handles an unlimited number of classifiers and also tolerates various forms of classification output. These include multiclass and multilabel classification, as well as crisp and continuous class assignments (see [documentation](https://ipvs-as.github.io/pusion) for more details).
The framework was originally designed for combining fault detection and fault diagnosis methods, but its application is not limited to this domain.


## Full Documentation
The full HTML documentation is available on [GitHub Pages](https://ipvs-as.github.io/pusion) or in the project's `docs/build/` folder.
