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A command-line tool for data-driven fuzzy modelling
...It comes with no graphical user interface but it's a one-click tool. Just provide your input and let HABFUZZ provide you the output.
The HABFUZZ manual
https://github.com/chtheodoro/habfuzz/blob/master/HABFUZZ_v2.5_manual.pdf
HABFUZZ in the Journal of Open Source Software
http://joss.theoj.org/papers/1ad27db8f0976c28a75e20d34eba5ee2
HABFUZZ website
https://chtheodoro.wixsite.com/habfuzz