lucaferranti/fuzzylogic.jl

Julia package for fuzzy inference

Hi there 👋

During the day, I am a PhD student at the University of Vaasa, Finland. My PhD dissertation focuses (broadly speaking) on algebraic methods for positioining. I have experience with several computational algebraic geometry techniques and softwares.

During night, I am the core developer and maintainer of IntervalLinearAlgebra.jl a package for numerical linear algebra using interval arithmetic. More over, I am also co-maintainer and co-developer of multiple packages in the JuliaIntervals organisation.

I am enthusiast about anything related to computational mathematics, from abstract formal methods to low level computer arithmetic implementations, if you have something with equations and code, then I'm interested!

I am also an ethusiast in open source and open science and try to promote awareness and importance of such practices. I am fairly involved in Nordic-RSE, a non-profit organisation to bring together and support research software engineers in the nordics and promote good open source practices in academia.

If you want to collaborate with me, get in touch! If you are expecting me to comment/review some issues/PRs in some repositories I am involved, feel free to ping me every 1-2 days until you get my attention.

• 🔭 I’m currently working on: IntervalLinearAlgebra.jl
• 🌱 I’m currently learning: theorem proving in Coq and Lean.
• 👯 I’m looking to collaborate on: anything somehow related to computational mathematics.
• 💬 Ask me about: programming in Julia, numerical methods, interval arithmetic, numerical linear algebra, computational algebraic geometry
• 📫 How to reach me: During my free time, I hang out in the Julia slack and zulip chats and in the coderefinery zulip chat
• 😄 Pronouns: he/him/his

fuzzylogic.jl's Issues

initial roadmap

Basic types

• Mamdami inference system
• Sugeno inference system #5
• Type-2 inference systems #18

DSL

• weighted rules #16
• vector notation to avoid repetitive patterns #17

Visualizations

• plotting single variables
• plotting inference system

parsing

• parse julia code
• read matlab .fis files #15
• fuzzy control language #13
• fuzzy markup language #20

Code generation

• generate stand-alone julia code #21
• generate stand-alone c code

Others

• fuzzy clustering #11

Documentation

• mamdami tutorial
• sugeno tutorial #5
• type-2 tutorial
• control systems example
• image processing application #6
• API / internals documentation #5
• contributing guideline polishing

Infra

• basic CI (run tests deploy docs)
• literate integration for documentation

include graphs of the membership functions [enhancement]:

Feature description

In the future docs, include graphs of the membership functions, both separately and overlaid in related groups.
(for the separately graphed membership functions, perhaps an alongside copy with a lighter gray curve tracking the derivative of each membership function).

TagBot trigger issue

This issue is used to trigger TagBot; feel free to unsubscribe.

If you haven't already, you should update your TagBot.yml to include issue comment triggers.
Please see this post on Discourse for instructions and more details.

If you'd like for me to do this for you, comment TagBot fix on this issue.
I'll open a PR within a few hours, please be patient!

Real- valued arguments desirable for membership functions

Would like membership functions to be defined on real- valued arguments. Presently only integer- valued arguments are possible. Thanks.