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fuzzycreator

What is it?

fuzzycreator is a toolkit for automatic generation and analysis of fuzzy sets from data. It facilitates the creation of both conventional and non-conventional (non-normal and non-convex) type-1, interval type-2 and general type-2 (zSlices-based) fuzzy sets from data. These FSs may then be analysed and compared through a series of tools and measures (included in the toolkit), such as evaluating their similarity and distance. For a list of available measures, please refer to docs/measures.pdf.

Referencing

You are free to use the toolkit in accordance with the license detailed below. If you use the toolkit in your own publications, please cite the following paper:

McCulloch, Josie "fuzzycreator: A Python-Based Toolkit for Automatically Generating and Analysing Data-Driven Fuzzy Sets" Fuzzy Systems (FUZZ-IEEE), 2017 IEEE International Conference on. IEEE, 2017.

You can find a copy of the paper at http://eprints.nottingham.ac.uk/44376/

The Latest Version

The latest version can found at https://bitbucket.org/JosieMcCulloch/fuzzycreator

Documentation

API and a list of included measures can be found within docs/. For example code of how to use the toolkit, see examples/.

Prerequisites

  • python 2.7
  • numpy
  • matplotlib

Installation

python setup.py install

Contacts

If you wish to contact about new releases, feature requests or submit bugs, please contact the mail address: josie.mcculloch@nottingham.ac.uk.

License

Copyright (C) 2016 Josie McCulloch

This program is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version.

This program is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details.

You should have received a copy of the GNU General Public License along with this program. If not, see <http://www.gnu.org/licenses/>.