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Discover the top trending Julia repositories and projects on Github. Explore the latest trends in Julia development.

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julia

The Julia Programming Language

Flux.jl

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

IJulia.jl

Julia kernel for Jupyter

Gadfly.jl

Crafty statistical graphics for Julia.

DifferentialEquations.jl

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.

Gen.jl

A general-purpose probabilistic programming system with programmable inference

Makie.jl

High level plotting on the GPU.

Turing.jl

Bayesian inference with probabilistic programming.

UnicodePlots.jl

Unicode-based scientific plotting for working in the terminal

Zygote.jl

21st century AD

Plots.jl

Powerful convenience for Julia visualizations and data analysis

JuMP.jl

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

Mocha.jl

Deep Learning framework for Julia

DataFrames.jl

In-memory tabular data in Julia

PyCall.jl

Package to call Python functions from the Julia language

Genie.jl

🧞The highly productive Julia web framework

PackageCompiler.jl

Compile your Julia Package

VIMKiller

Exiting VIM is hard; sometimes we need to take drastic measures

MLJ.jl

A Julia machine learning framework

computational-thinking

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

Revise.jl

Automatically update function definitions in a running Julia session

AlphaZero.jl

A generic, simple and fast implementation of Deepmind's AlphaZero algorithm.

penumbra

Penumbra Color Theme

Optim.jl

Optimization functions for Julia

BeautifulAlgorithms.jl

Concise and beautiful algorithms written in Julia

Symbolics.jl

Symbolic programming for the next generation of numerical software

TensorFlow.jl

A Julia wrapper for TensorFlow

ForwardDiff.jl

Forward Mode Automatic Differentiation for Julia

Distributions.jl

A Julia package for probability distributions and associated functions.

Cxx.jl

The Julia C++ Interface

Documenter.jl

A documentation generator for Julia.

Franklin.jl

(yet another) static site generator. Simple, customisable, fast, maths with KaTeX, code evaluation, optional pre-rendering, in Julia.

ModelingToolkit.jl

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

CUDA.jl

CUDA programming in Julia.

StaticArrays.jl

Statically sized arrays for Julia

JET.jl

An experimental code analyzer for Julia. No need for additional type annotations.

Weave.jl

Scientific reports/literate programming for Julia

OnlineStats.jl

⚡ Single-pass algorithms for statistics

OhMyREPL.jl

Syntax highlighting and other enhancements for the Julia REPL

diff-zoo

Differentiation for Hackers

TimerOutputs.jl

Formatted output of timed sections in Julia

LoopVectorization.jl

Macro(s) for vectorizing loops.

model-zoo

Please do not feed the models

dictionary

A JSON representation of Webster's Unabridged Dictionary

DataStructures.jl

Julia implementation of Data structures

LightGraphs.jl

An optimized graphs package for the Julia programming language

pythonidae

Curated decibans of scientific programming resources in Python.

ProgressMeter.jl

Progress meter for long-running computations

Oceananigans.jl

🌊 Julia software for fast, friendly, flexible, ocean-flavored fluid dynamics on CPUs and GPUs

JuliaDB.jl

Parallel analytical database in pure Julia

JuliaFormatter.jl

An opinionated code formatter for Julia. Plot twist - the opinion is your own.

BenchmarkTools.jl

A benchmarking framework for the Julia language

PythonCall.jl

Python and Julia in harmony.

polylux

A package for creating slides in Typst

StatsWithJuliaBook

Cthulhu.jl

The slow descent into madness

PkgTemplates.jl

Create new Julia packages, the easy way

Catlab.jl

A framework for applied category theory in the Julia language

Yao.jl

Extensible, Efficient Quantum Algorithm Design for Humans.

DrWatson.jl

The perfect sidekick to your scientific inquiries

DiffEqFlux.jl

Pre-built implicit layer architectures with O(1) backprop, GPUs, and stiff+non-stiff DE solvers, demonstrating scientific machine learning (SciML) and physics-informed machine learning methods

Tullio.jl

Pkg.jl

Pkg - Package manager for the Julia programming language

HTTP.jl

Javis.jl

Julia Animations and Visualizations

Dagger.jl

A framework for out-of-core and parallel execution

General

The official registry of general Julia packages

Unitful.jl

Physical quantities with arbitrary units

Literate.jl

Simple package for literate programming in Julia

Convex.jl

A Julia package for disciplined convex programming

Luxor.jl

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

SymbolicUtils.jl

Symbolic expressions, rewriting and simplification

Transducers.jl

Efficient transducers for Julia

Interact.jl

Interactive widgets to play with your Julia code

Optimization.jl

Mathematical Optimization in Julia. Local, global, gradient-based and derivative-free. Linear, Quadratic, Convex, Mixed-Integer, and Nonlinear Optimization in one simple, fast, and differentiable interface.

GLM.jl

Generalized linear models in Julia

ScikitLearn.jl

Julia implementation of the scikit-learn API https://cstjean.github.io/ScikitLearn.jl/dev/

DSGE.jl

Solve and estimate Dynamic Stochastic General Equilibrium models (including the New York Fed DSGE)

Lazy.jl

I was gonna maintain this package, but then I got high

CUDAnative.jl

Julia support for native CUDA programming

Cassette.jl

Overdub Your Julia Code

Latexify.jl

Convert julia objects to LaTeX equations, arrays or other environments.

Images.jl

An image library for Julia

StatsBase.jl

Basic statistics for Julia

StaticCompiler.jl

Compiles Julia code to a standalone library (experimental)

FastAI.jl

Repository of best practices for deep learning in Julia, inspired by fastai

NeuralPDE.jl

Physics-Informed Neural Networks (PINN) Solvers of (Partial) Differential Equations for Scientific Machine Learning (SciML) accelerated simulation

Soss.jl

Probabilistic programming via source rewriting

Parameters.jl

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

DynamicalSystems.jl

Award winning software library for nonlinear dynamics and nonlinear timeseries analysis

MLStyle.jl

Julia functional programming infrastructures and metaprogramming facilities

Transformers.jl

Julia Implementation of Transformer models

ApproxFun.jl

Julia package for function approximation

PyPlot.jl

Plotting for Julia based on matplotlib.pyplot

JLD2.jl

HDF5-compatible file format in pure Julia

Interpolations.jl

Fast, continuous interpolation of discrete datasets in Julia

Debugger.jl

HDF5.jl

Save and load data in the HDF5 file format from Julia

BinaryBuilder.jl

Binary Dependency Builder for Julia

Distances.jl

A Julia package for evaluating distances (metrics) between vectors.

JuliaLang

Julia, Jupyter Notebook, Python

SciML

Julia, HTML, Jupyter Notebook

FluxML

JuliaPlots

Julia, HTML, Jupyter Notebook

JuliaStats

JuliaData

jump-dev

Julia, Jupyter Notebook, TeX

JuliaMath

Julia, Fortran, C

JuliaGPU

Julia, Dockerfile, Jupyter Notebook

JuliaIO

JuliaDynamics

Julia, Jupyter Notebook, SCSS

JuliaDiff

Julia, SCSS, JavaScript

timholy

Julia, Jupyter Notebook, HTML

JuliaPy

TuringLang

Julia, Jupyter Notebook, HTML

JuliaArrays

GenieFramework

Julia, JavaScript, HTML

mitmath

Jupyter Notebook, Julia, HTML

JuliaInterop

JuliaLinearAlgebra

CliMA

Julia, Jupyter Notebook, JavaScript

JuliaGraphics

KristofferC

Julia, Python, CSS

probcomp

Julia, Python, Jupyter Notebook

JuliaSymbolics