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Haghrah committed Nov 29, 2020
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<p align="center"><img src="https://raw.githubusercontent.com/Haghrah/PyIT2FLS/master/PyIT2FLS_icon.png" width="256"/></p>

NumPy based toolkit for Interval Type 2 Fuzzy Logic Systems (IT2FLS) simulation.
NumPy and SciPy based toolkit for Type 1 and Interval Type 2 Fuzzy Logic Systems simulation.

## Licence
PyIT2FLS is published under MIT license. If you are using the developed toolkit, please cite preprint of our paper [PyIT2FLS: A New Python Toolkit for Interval Type 2 Fuzzy Logic Systems](https://arxiv.org/abs/1909.10051).
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* [Ex8](https://github.com/Haghrah/PyIT2FLS/blob/master/examples/ex_8.py): Defining a simple multi-input multi-output IT2 TSK FLS. **(PyIT2FLS v0.5.0 and upper)**
* [Ex9](https://github.com/Haghrah/PyIT2FLS/blob/master/examples/ex_9.py): Defining a multi-input multi-output IT2 TSK FLS and plotting the 3D resulting output planes. **(PyIT2FLS v0.5.0 and upper)**
* [Ex10](https://github.com/Haghrah/PyIT2FLS/blob/master/examples/ex_10.py): Defining a multi-input multi-output IT2FLS with different domains for each of input and output variables, and plotting the output surfaces of the system. **(PyIT2FLS v0.5.0 and upper)**
* [Ex11](https://github.com/Haghrah/PyIT2FLS/blob/master/examples/ex_11.py): Generating random rule-base. **(PyIT2FLS v0.5.0 and upper)**
* [Ex11](https://github.com/Haghrah/PyIT2FLS/blob/master/examples/ex_11.py): Generating random rule-bases. **(PyIT2FLS v0.5.0 and upper)**
* [Ex12](https://github.com/Haghrah/PyIT2FLS/blob/master/examples/ex_12.py): Using six different t-norms with meet operator. **(PyIT2FLS v0.6.0 and upper)**
* [Ex13](https://github.com/Haghrah/PyIT2FLS/blob/master/examples/ex_13.py): Using six different s-norms with join operator. **(PyIT2FLS v0.6.0 and upper)**
* [Ex14](https://github.com/Haghrah/PyIT2FLS/blob/master/examples/ex_14.py): MIMO Type 1 Mamdani Fuzzy Logic System. **(PyIT2FLS v0.6.0 and upper)**
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