Top Julia repositories on GitHub

The Julia Programming Language

• julia-language
• julia
• scientific
• hpc
• numerical
• machine-learning

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

• flux
• machine-learning
• neural-networks
• deep-learning
• data-science
• the-human-brain

Multi-language suite for high-performance solvers of differential equations and scientific machine learning (SciML) components. Ordinary differential equations (ODEs), stochastic differential equations (SDEs), delay differential equations (DDEs), differential-algebraic equations (DAEs), and more in Julia.

• differential-equations
• differentialequations
• julia
• ode
• sde
• dae

Julia kernel for Jupyter

Course 18.S191 at MIT, Fall 2022 - Introduction to computational thinking with Julia

• julia-language
• computational-thinking
• mit
• pluto-notebooks
• education

Interactive data visualizations and plotting in Julia

• julia
• plotting
• visualization
• julia-language
• gpu
• graphics

Modeling language for Mathematical Optimization (linear, mixed-integer, conic, semidefinite, nonlinear)

• optimization
• julia
• modeling-language
• linear-programming
• mixed-integer-programming
• nonlinear-programming

🧞The highly productive Julia web framework

• webframework
• web
• mvc
• full-stack
• reactive
• orm

Bayesian inference with probabilistic programming.

• machine-learning
• probabilistic-programming
• julia-language
• artificial-intelligence
• bayesian-inference
• hamiltonian-monte-carlo

Powerful convenience for Julia visualizations and data analysis

• julia
• plotting
• visualization
• julia-language
• hacktoberfest

A Julia machine learning framework

• machine-learning
• julia
• pipelines
• tuning
• data-science
• tuning-parameters

Crafty statistical graphics for Julia.

• julia
• graphics
• plotting
• ggplot2
• gadfly
• hacktoberfest

A general-purpose probabilistic programming system with programmable inference

• probabilistic-programming
• gen
• deep-learning
• bayesian
• computer-vision
• machine-learning

In-memory tabular data in Julia

• julia
• data-frame
• datasets
• data
• tabular-data
• hacktoberfest

An acausal modeling framework for automatically parallelized scientific machine learning (SciML) in Julia. A computer algebra system for integrated symbolics for physics-informed machine learning and automated transformations of differential equations

• differential-equations
• ode
• dae
• ordinary-differential-equations
• pde
• sde

21st century AD

• julia
• julia-compiler
• control-flow
• gradient
• machine-learning
• automatic-differentiation

Compile your Julia Package

• packagecompiler
• julia

Unicode-based scientific plotting for working in the terminal

• plotting
• julia
• repl
• terminal
• plots
• unicode

Symbolic programming for the next generation of numerical software

• symbolic-computing
• high-performance
• parallel-computing
• computer-algebra-system
• cas
• mathematics

Curated decibans of Julia programming language.

• julia
• awesome-list
• programming-language
• scientific-computing
• computer-science
• programming

Package to call Python functions from the Julia language

• julia
• python
• interoperability
• numpy

Concise and beautiful algorithms written in Julia

• algorithms
• machine-learning
• optimization
• sorting
• quine
• julia

Penumbra Color Theme

CUDA programming in Julia.

• julia
• cuda
• gpu
• hacktoberfest

Automatically update function definitions in a running Julia session

• developer-tools
• productivity-booster
• jit
• reloading