Awesome Julia

A curated list of Julia code and resources.

If you want to contribute, please read this.

Table of contents

• Applications
• Documentation
• Foreign Function Interface
  • R
  • Rust
• Learning
• Libraries
  • Artificial Intelligence
    • Machine Learning
  • Julia Self
  • Math
• Utilities
  • Data Structures
  • File IO
  • Graphics
  • REPL
  • Syntax
• License

Applications

• Clinical Trial related calculation: descriptive statistics, power and sample size calculation, power simulations, confidence interval, pharmacokinetics / pharmacodynamics parameters calculation

Documentation

• Curated decibans of Julia programming language

Foreign Function Interface

R

• Embedded R within Julia

Rust

• Call Julia from Rust

Learning

• Julia notebooks

Libraries

Artificial Intelligence

Machine Learning

• Relax! Flux is the ML library that doesn't make you tensor

• A Julia machine learning framework

• Deep Learning for Julia

• Merlin examples

• A Julia wrapper for TensorFlow

• Hidden Markov Models for Julia

Julia Self

• The Julia Language: A fresh approach to technical computing

Math

• Julia bindings to the FFTW library for fast Fourier transforms

• Basic statistics for Julia

Utilities

Data Structures

• Frequency tables in Julia

• In-memory tabular data in Julia

• An alternative interface for dictionaries in Julia, for improved productivity and performance

• Metaprogramming tools for DataFrames

• Types with default field values, keyword constructors and (un-)pack macros

File IO

• Excel file reader and writer coded in pure Julia

• A light-weight Julia package for XML based on libxml2

• Utility library for working with CSV and other delimited files in the Julia programming language

Graphics

• Plotting for Julia based on GR, a framework for visualisation applications

• Fast, interactive Julia/GTK+ plots (+Smith charts +Gtk widget +Cairo-only images)

• Julia library for plotting with plotly.js

• Plotting for Julia based on matplotlib.pyplot

• Create plots in Julia using the PGFPlots LaTeX package

• Unicode-based scientific plotting for working in the terminal

• Saving and loading data in the HDF5 file format

REPL

• Syntax highlighting and other enhancements for the Julia REPL

• No description

Syntax

• Vim support for Julia

License