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FuzzyLogic

Julia package for fuzzy inference

https://github.com/lucaferranti/fuzzylogic.jl

Science Score: 67.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ✓
    CITATION.cff file
    Found CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ✓
    .zenodo.json file
    Found .zenodo.json file
  • ✓
    DOI references
    Found 3 DOI reference(s) in README
  • ✓
    Academic publication links
    Links to: arxiv.org
  • ○
    Committers with academic emails
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (16.9%) to scientific vocabulary

Keywords

fuzzy fuzzy-inference-system fuzzy-logic julia mamdani sugeno
Last synced: 6 months ago · JSON representation ·

Repository

Julia package for fuzzy inference

Basic Info
Statistics
  • Stars: 31
  • Watchers: 1
  • Forks: 3
  • Open Issues: 2
  • Releases: 4
Topics
fuzzy fuzzy-inference-system fuzzy-logic julia mamdani sugeno
Created about 3 years ago · Last pushed 8 months ago
Metadata Files
Readme Contributing License Code of conduct Citation

README.md

FuzzyLogic.jl

|Info|Build status|Documentation|Contributing|Citation| |:------:|:--------------:|:---------------:|:--------------:|:----------:| |version|CI Status|Stable docs|contributing guidelines|bibtex |Licese: MIT|Coverage|Dev docs|SciML Code Style|paper| |downloads|pkgeval-img|JuliaCon video|gitter-chat|zenodo

A Julia library for fuzzy logic and applications.

If you use this in your research, please cite it as

bibtex @INPROCEEDINGS{ferranti2023fuzzylogicjl, author={Ferranti, Luca and Boutellier, Jani}, booktitle={2023 IEEE International Conference on Fuzzy Systems (FUZZ)}, title={FuzzyLogic.jl: A Flexible Library for Efficient and Productive Fuzzy Inference}, year={2023}, pages={1-5}, doi={10.1109/FUZZ52849.2023.10309777}}

Features

Installation

  1. If you haven't already, install Julia. The easiest way is to install Juliaup. This allows to easily manage julia versions.

  2. Open the terminal and start a julia session by simply typing julia

  3. Install the library by typing

julia using Pkg; Pkg.add("FuzzyLogic")

  1. The package can now be loaded (in the interactive REPL or in a script file) with the command

julia using FuzzyLogic

  1. That's it, have fun!

Quickstart example

```julia fis = @mamfis function tipper(service, food)::tip service := begin domain = 0:10 poor = GaussianMF(0.0, 1.5) good = GaussianMF(5.0, 1.5) excellent = GaussianMF(10.0, 1.5) end

food := begin
  domain = 0:10
  rancid = TrapezoidalMF(-2, 0, 1, 3)
  delicious = TrapezoidalMF(7, 9, 10, 12)
end

tip := begin
  domain = 0:30
  cheap = TriangularMF(0, 5, 10)
  average = TriangularMF(10, 15, 20)
  generous = TriangularMF(20, 25, 30)
end

service == poor || food == rancid --> tip == cheap
service == good --> tip == average
service == excellent || food == delicious --> tip == generous

end

fis(service=1, food=2) ```

Documentation

  • STABLE: Documentation of the latest release
  • DEV: Documentation of the version on main

JuliaCon video

Contributing

Contributions are welcome! Here is a small decision tree with useful links.

  • To chat withe the core dev(s), you can use the element chat. This is a good entry point for less structured queries.

  • If you find a bug or want to request a feature, open an issue.

  • There is a discussion section on GitHub. You can use the helpdesk for asking for help on how to use the software or the show and tell to share with the world your work using FuzzyLogic.jl.

  • You are also encouraged to send pull requests (PRs). For small changes, it is ok to open a PR directly. For bigger changes, it is advisable to discuss it in an issue first. Before opening a PR, make sure to check the contributing guidelines.

Copyright

Owner

  • Name: Luca Ferranti
  • Login: lucaferranti
  • Kind: user
  • Location: Tampere, Finland

maths, coding, codings maths, automated reasoning and all sort of cool nerdy stuff

Citation (CITATION.bib) 

@INPROCEEDINGS{ferranti2023fuzzylogicjl,
  author={Ferranti, Luca and Boutellier, Jani},
  booktitle={2023 IEEE International Conference on Fuzzy Systems (FUZZ)}, 
  title={FuzzyLogic.jl: A Flexible Library for Efficient and Productive Fuzzy Inference}, 
  year={2023},
  pages={1-5},
  doi={10.1109/FUZZ52849.2023.10309777}}

GitHub Events

Total
  • Watch event: 3
  • Delete event: 1
  • Issue comment event: 2
  • Push event: 10
  • Pull request event: 2
  • Fork event: 1
  • Create event: 1
Last Year
  • Watch event: 3
  • Delete event: 1
  • Issue comment event: 2
  • Push event: 10
  • Pull request event: 2
  • Fork event: 1
  • Create event: 1

Committers

Last synced: over 1 year ago

All Time
  • Total Commits: 54
  • Total Committers: 2
  • Avg Commits per committer: 27.0
  • Development Distribution Score (DDS): 0.426
Past Year
  • Commits: 5
  • Committers: 1
  • Avg Commits per committer: 5.0
  • Development Distribution Score (DDS): 0.0
Top Committers
Name Email Commits
Luca Ferranti 4****i 31
lucaferranti l****i@g****m 23

Issues and Pull Requests

Last synced: 6 months ago

All Time
  • Total issues: 6
  • Total pull requests: 35
  • Average time to close issues: about 1 month
  • Average time to close pull requests: 7 days
  • Total issue authors: 5
  • Total pull request authors: 2
  • Average comments per issue: 3.0
  • Average comments per pull request: 0.06
  • Merged pull requests: 34
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 2
  • Pull requests: 3
  • Average time to close issues: about 4 hours
  • Average time to close pull requests: about 2 hours
  • Issue authors: 2
  • Pull request authors: 1
  • Average comments per issue: 1.0
  • Average comments per pull request: 0.0
  • Merged pull requests: 3
  • Bot issues: 0
  • Bot pull requests: 0
View more stats
Top Authors
Issue Authors
  • lucaferranti (2)
  • bananthahally (2)
  • mishanya96 (1)
  • JeffreySarnoff (1)
  • JuliaTagBot (1)
Pull Request Authors
  • lucaferranti (37)
  • gitter-badger (1)
Top Labels
Issue Labels
enhancement (1) bug (1)
Pull Request Labels

Packages

  • Total packages: 1
  • Total downloads:
    • julia 24 total
  • Total dependent packages: 0
  • Total dependent repositories: 0
  • Total versions: 4
juliahub.com: FuzzyLogic

Julia package for fuzzy inference

  • Versions: 4
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 24 Total
Rankings
Dependent repos count: 9.9%
Average: 34.4%
Dependent packages count: 38.9%
Forks count: 40.4%
Stargazers count: 48.5%
Last synced: 6 months ago

Dependencies

.github/workflows/CI.yml actions
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  • julia-actions/setup-julia v1 composite
.github/workflows/TagBot.yml actions
  • JuliaRegistries/TagBot v1 composite
.github/workflows/docscleanup.yml actions
  • actions/checkout v2 composite
.github/workflows/CompatHelper.yml actions