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Library for type-2 fuzzy logic research

Project description

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
  8. Tools to measure the performance of algorithms
  9. 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:

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Files for type2fuzzy, version 0.1.25
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