Awesome-Julia

A curated list of awesome julia libraries, softwares and tutorials. Inspired by awesome-php. Many of these resources were originally collected and curated by @svashka and others – thank you for the hard work.

• Awesome Julia
  • Github Umbrella
  • Calling other languages
  • Packages
  • Learning Julia
  • Software
  • Resources
  • Community
• Contributing
• Motivation

Github Umbrella

Curated list of Julia Projects and Libraries

• Julia Lang-the language - The core language and other libraries in Julia.
• Julia Stats- Statistic and Machine learning enthusiasts.
• Julia Opt- Solutions and libraries for Mathematical Optimization.
• Julia Parallel-Various models of Parallel Programming in Julia.
• Julia Astro - Astronomy and Astrophysics packages for Julia.
• Julia Quant -Quantitative Finance Libraries in Julia.
• Julia Quantum - Julia Libraries for Quantum Science and Technology.
• Julia Sparse -Sparse Matrix and Graph Partioning libraries.
• Julia Diff - Differential Tools in Julia.
• Julia GPU - GPU computing for Julia
• Julia Web - Libraries for the web . Includes sockets, requests, curl, GeoIP and much more.
• Julia CI - Continous Integration support for Julia. Includes Travis Builds and Tests.
• BioJulia - -Bioinformatics Research.
• JuliaBox - Code Julia on the go using a browser.

Calling other Languages

Calling other functions of other languages from Julia

• Embedding Julia - Embedding C.
• Objective-C - Objective-C bridge for Julia.
• Python - Python bridge for Julia.
• Java - Java bridge fo Julia.

Packages

Curated list of packages category wise

• Official Julia Packages - All registered packages for the Julia programming language.
• Julia.jl - Aggregates and curates decibans of resources for the Julia language.

Software

Installation, IDE's

Installation

• Installation and Downloads - Three ways to install Julia.

Frameworks

• Morsel -Sinatra like Microframework for Julia.
• Factcheck- Testing Framework for Julia.

IDE

List of IDE's

• Sublime-IJulia- Sublime-IJulia provides a frontend to the IJulia backend kernel within the popular text editor, Sublime Text.
• Juno - Free Environment for Julia Language
• Julia-vim - Vim support for Julia
• Julia.tmbundle - Julia language support for TextMate 2.
• IJulia - Julia Language Backend.
• Kate - InBuilt support for Julia. Highlighting from this link .
• Notepad++ - Support for Notepad++

Learning Julia

Learning Resources for Julia.

• Julia Express - A simple exposition of the Julia language.
• Julia Studio Tutorials - Learn Julia using Julia Studio.
• Learn Julia in XY Minutes - Beginners tutorial to Julia.
• Learn Julia the hard way - Just what the name says.
• Basic tutorial on IPython - Basic tutorial on IPython .
• Julia Economics - Tutorial Series for economists learning to program in Julia.
• Getting started with JuliaBox Get started to code Julia in the browser
• Rosetta-Julia Rosetta solutions in Julia.
• Video Tutorials
  • Youtube Videos - A list of lectures and video tutorials at youtube.
  • Tutorial at SciPy 2014 - Great video tutorial for starters.
  • PyCon 2014 - Playlist of tutorials at PyCon 2014.
  • MIT Tutorials - Playlist of Julia tutorials at MIT.Code
  • IPython Tutorial Series - List of tutorials to get familiar with IPython

Resources

Other Resources for learning Julia

• Julia Docs - Julia Documentation.
• Julia Publications - Reading published papers give a good insight into working and features of Julia.
• Julia Cheatsheet - A list of basic math functions.
• Julia Bloggers - Great way to be upto date with the latest development in Julia
• Julia Standard Library List of standard libraries for v3.0
  • Essentials
  • Collections and Data Structures
  • Mathematics
  • Numbers
  • Strings
  • Arrays
  • Tasks and Parallel Computing
  • Constants
  • File System
  • IO-Network
  • Punctuation
  • Sorting
  • Package Manager Functions
  • Graphics
  • Unit and Functional
  • C Interface
  • Profiling

Community

Learn more about Julia by connecting with the community

• Mailing Lists

  • Julia Users - Discussion around the usage of julia. New users of julia can ask their questions here.
  • Julia Dev - Discussion related to the development of julia itself.
  • Julia Stats - Discussions related to statistical programming with julia.
  • Julia Opt - Discussions related to numerical optimization in julia.
  • Julia Box - Discussions related to running Julia in the so called cloud.
  • Julia Users Es - Discussions around the usage of Julia in the spanish language.

• Stackoverflow

• Twitter

• Reddit

• Julia Bloggers

• Meetup groups

  • Julia Meetup Website
  • North America
    • Bay Area Julia Users
    • Cambridge Area Julia Users Network
    • Chicago Julia Meetup
    • Lenguaje de Programación Julia - México, D.F.
    • NYC Julia User Group
    • Southern California Julia Users
    • Triangle Julia Users (North Carolina)
    • Ottawa Julia Meetup
    • Vancouver Julia Users
  • Europe
    • London Julia Users Group
    • Zurich Julia Users Group
  • Asia
    • Bangalore Julia User Group
    • Julia Tokyo
  • Australia
    • Sydney Julia User Group
  • South America
    • Rio de Janeiro Julia Meetup

Contributing

Your contributions are always welcome!

Motivation

My motivation for awesome-julia

Julia.jl is a well curated list of packages but is suitable for developers who have a lot of experience. awesome-julia on the other hand is for newbies and developers with less experience. I also curated awesome-julia with another intention of having julia under the awesome-* lists. Developers directly look for awesome appended by the language they are looking for. So awesome julia does that.