Metadata-Version: 2.1
Name: type2fuzzy
Version: 0.1.29
Summary: Library for type-2 fuzzy logic research
Home-page: https://github.com/t2fuzz/type2fuzzy
Author: Carmel Gafa
Author-email: carmelgafa@gmail.com
License: MIT
Keywords: type-2 fuzzy,type reduction,gt2fs,it2fs
Platform: UNKNOWN
Classifier: Development Status :: 3 - Alpha
Classifier: Intended Audience :: Developers
Classifier: Topic :: Software Development :: Build Tools
Classifier: License :: OSI Approved :: MIT License
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.4
Classifier: Programming Language :: Python :: 3.5
Classifier: Programming Language :: Python :: 3.6
Description-Content-Type: text/markdown
Requires-Dist: numpy
Requires-Dist: matplotlib

Project Description

A type-2 fuzzy logic library providing:

1. Ways to define and work with general type-2 fuzzy sets
2. Ways to define and work with interval type-2 fuzzy sets
3. Ways to generate z-sliced sets from general type-2 fuzzy sets
4. Functions to perform wavy-slice type-reduction (Mendel-John) on general type-2 fuzzy sets
5. Functions to perform interval type-2 reduction (Karnik-Mendel)
6. Functions to perform partial-centroid type-reduction on general type-2 fuzzy sets
7. Functions to perform defuzzification of type-1 fuzzy sets
7. Tools to measure the performance of algorithms
8. Tools to plot general, interval and z-sliced type-2 fuzzy sets and type-1 fuzzy sets.
and more

All type2fuzzy wheels distributed on PyPI are BSD licensed.

Examples of how this library was used to work some famous type-2 fuzzy logic papers can be found here:

https://github.com/t2fuzz/type2fuzzy_examples

version 0.1.27

