https://github.com/ciren/cilib

Typesafe, purely functional Computational Intelligence
https://github.com/ciren/cilib

cilib computational-intelligence functional-programming machine-learning optimization-algorithms scala

Last synced: about 1 month ago
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Typesafe, purely functional Computational Intelligence

• Host: GitHub
• URL: https://github.com/ciren/cilib
• Owner: ciren
• License: apache-2.0
• Created: 2009-01-07T13:11:13.000Z (over 15 years ago)
• Default Branch: master
• Last Pushed: 2022-08-05T05:12:53.000Z (about 2 years ago)
• Last Synced: 2024-05-21T00:59:55.680Z (4 months ago)
• Topics: cilib, computational-intelligence, functional-programming, machine-learning, optimization-algorithms, scala
• Language: Scala
• Homepage: https://cilib.net
• Size: 15.3 MB
• Stars: 122
• Watchers: 23
• Forks: 102
• Open Issues: 7
• Metadata Files:
  • Readme: README.md
  • Changelog: CHANGELOG.md
  • Contributing: .github/CONTRIBUTING.md
  • License: LICENSE
  • Code of conduct: .github/CODE_OF_CONDUCT.md
  • Codeowners: .github/CODEOWNERS

Awesome Lists containing this project

• awesome-scala - CIlib ★ 82 - Typesafe, purely functional Computational Intelligence. (Artificial Intelligence)
• awesome-scala - cilib - activity/y/ciren/cilib) (Table of Contents / Artificial Intelligence)

README

        
# CIlib - Computational Intelligence Library

![CI](https://github.com/ciren/cilib/workflows/CI/badge.svg?branch=master&event=push)

[![Discord](https://img.shields.io/discord/997122192909291550?style=flat-square)](https://discord.gg/pvcAX5scfv)

[![Maven Central](https://img.shields.io/maven-central/v/net.cilib/cilib-core_2.12.svg)](https://maven-badges.herokuapp.com/maven-central/net.cilib/cilib-core_2.12)

[![Javadocs](https://javadoc.io/badge/net.cilib/cilib-core_2.12.svg)](https://javadoc.io/doc/net.cilib/cilib-core_2.12)

CIlib is a library of various computational intelligence

algorithms. The goal of the project is to create a library that can be used

and referenced by individuals and researchers alike.

The goals of the project are:

 * To provide a type-safe library, preventing as many runtime errors and

   invalid data representations as possible

 * Allow for the perfect reproduction of simulations, enabling researchers

   to validate and reuse previous work and published results with confidence

 * Enable composition, reducing the need to repeat implementations

CIlib is not a "framework", instead the library is a set of a few very simple

abstractions, and allows for a principled manner to define computational

intelligence algorithms and uses several typeclasses such as `Functor` and

`Monad`.

## Documentation and Support

* Have a look a the [website](https://cilib.net). Please note that some pages are still being written, but contributions are always welcome.

* [scaladoc](https://cilib.net/api/cilib)

* The source code of the project also contains several examples, have

  a look in the [example](https://github.com/ciren/cilib/tree/master/example/src/main/scala/cilib/example) directory

* If you run into trouble, please open an issue

* For help, consider using either the GitHub discussions or come chat to us on Discord.