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Resource List For Learning Julia And Awesome Packages For Julia.

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If you want to get started with the Julia language, check out this list of Courses, Cooks, And even some packages to get you started.

Quicky

Julia is C+Python, in other words, it is simple and fast, Julia is 1-index based.

Resources to Learn Julia

And just picking one of these and going through it will help you pick up and get used to the language, my personal choice would be the Julia Academy Linked above.

Once you know the language it's time to write some code and play with cool packages.

Some Cool Packages

DS/ML And AI

Provides a set of tools for working with tabular data in Julia

Powerful convenience for Julia visualizations and data analysis

** High-level plotting on the GPU.**

Basic Statistics In Julia

A Julia package for probability distributions and associated functions.

Simple reactive notebooks for Julia

Multi-language suite for high-performance solvers of differential equations and scientific machine learning (SCIML) components

Flux is a library for machine learning. It comes "batteries-included" with many useful tools built-in, but also lets you use the full power of the Julia language where you need it.

A Julia machine learning framework.

Koç University deep learning framework.

A Julia wrapper for TensorFlow

Unicode-based scientific plotting for working in the terminal

Parallel analytical database in pure Julia

Differentiable programming on quantum circuits with Flux

3D computer vision library in Julia


Graphics And Games

Grid-based simulations in Julia

Crafty statistical graphics for Julia.

Simple drawings using vector graphics; Cairo "for tourists!"

Compose is a vector graphics library for Julia. It forms the basis for the statistical graphics system Gadfly.

2D plotting for Julia

Zero overhead game development library for the Julia programming language.

A Julia Wrapper for SDL2.


Web Frameworks / Generators

HTTP For Julia

Genie is a full-stack MVC web framework that provides a streamlined and efficient workflow for developing modern web applications. It builds on Julia's strengths (high-level, high-performance, dynamic, JIT-compiled), exposing a rich API and a powerful toolset for productive web development.

Franklin is a simple static site generator (SSG) oriented towards technical blogging (code, maths, ...), flexibility and extensibility. The base syntax is plain markdown with a few extensions such as the ability to define and use LaTeX-like commands in or outside of maths environments and the possibility to evaluate code blocks on the fly.

A black-box generator for static websites oriented toward academics and personal web-pages

Please feel to contribute by raising PR's to add or remove anything you feel shouldn't or should be here.

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