Trending Julia Projects

Top 50 Trending Julia Projects

• PythonCall.jl

  1 668 4.6%

  Python and Julia in harmony.

  

• Optimization.jl

  2 658 3.3%

  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.

  

• ReinforcementLearning.jl

  3 564 3.2%

  A reinforcement learning package for Julia

  

• Cthulhu.jl

  4 607 3.1%

  The slow descent into madness

  

• CUDA.jl

  5 1,131 2.8%

  CUDA programming in Julia.

  

• StaticArrays.jl

  6 738 2.7%

  Statically sized arrays for Julia

  

• ApproxFun.jl

  7 524 2.7%

  Julia package for function approximation

  

• Agents.jl

  8 690 2.6%

  Agent-based modeling framework in Julia

  

• Dagger.jl

  9 578 2.6%

  A framework for out-of-core and parallel execution

  

• NeuralPDE.jl

  10 901 2.6%

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

  

• DiffEqFlux.jl

  11 836 2.3%

  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

  

• ModelingToolkit.jl

  12 1,333 2.3%

  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

  

• Catlab.jl

  13 586 2.2%

  A framework for applied category theory in the Julia language

  

• Gridap.jl

  14 639 2.2%

  Grid-based approximation of partial differential equations in Julia

  

• JLD2.jl

  15 521 2.1%

  HDF5-compatible file format in pure Julia

  

• Weave.jl

  16 814 2.1%

  Scientific reports/literate programming for Julia

  

• BenchmarkTools.jl

  17 589 1.9%

  A benchmarking framework for the Julia language

  

• Makie.jl

  18 2,270 1.8%

  Interactive data visualizations and plotting in Julia

  

• Symbolics.jl

  19 1,285 1.7%

  Symbolic programming for the next generation of numerical software

  

• Luxor.jl

  20 561 1.6%

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

  

• Yao.jl

  21 885 1.6%

  Extensible, Efficient Quantum Algorithm Design for Humans.

  

• UnicodePlots.jl

  22 1,392 1.6%

  Unicode-based scientific plotting for working in the terminal

  

• DifferentialEquations.jl

  23 2,754 1.5%

  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.

  

• PkgTemplates.jl

  24 607 1.5%

  Create new Julia packages, the easy way

  

• ForwardDiff.jl

  25 854 1.4%

  Forward Mode Automatic Differentiation for Julia

  

• Unitful.jl

  26 575 1.4%

  Physical quantities with arbitrary units

  

• Oceananigans.jl

  27 873 1.4%

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

  

• FastAI.jl

  28 584 1.4%

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

  

• Pkg.jl

  29 598 1.3%

  Pkg - Package manager for the Julia programming language

  

• HTTP.jl

  30 623 1.3%

  HTTP for Julia

  

• JuMP.jl

  31 2,130 1.3%

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

  

• Documenter.jl

  32 789 1.3%

  A documentation generator for Julia.

  

• model-zoo

  33 883 1.2%

  Please do not feed the models

  

• PackageCompiler.jl

  34 1,371 1.2%

  Compile your Julia Package

  

• StatsBase.jl

  35 565 1.2%

  Basic statistics for Julia

  

• GLM.jl

  36 572 1.2%

  Generalized linear models in Julia

  

• PyCall.jl

  37 1,438 1.2%

  Package to call Python functions from the Julia language

  

• MLJ.jl

  38 1,720 1.2%

  A Julia machine learning framework

  

• DataFrames.jl

  39 1,690 1.1%

  In-memory tabular data in Julia

  

• Flux.jl

  40 4,391 1.0%

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

  

• Genie.jl

  41 2,178 1.0%

  🧞The highly productive Julia web framework

  

• Images.jl

  42 523 1.0%

  An image library for Julia

  

• Distributions.jl

  43 1,070 0.9%

  A Julia package for probability distributions and associated functions.

  

• Zygote.jl

  44 1,438 0.8%

  21st century AD

  

• julia

  45 44,469 0.8%

  The Julia Programming Language

  

• IJulia.jl

  46 2,748 0.8%

  Julia kernel for Jupyter

  

• Cxx.jl

  47 751 0.7%

  The Julia C++ Interface

  

• DSGE.jl

  48 842 0.6%

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

  

• DataStructures.jl

  49 675 0.6%

  Julia implementation of Data structures

  

• Javis.jl

  50 812 0.5%

  Julia Animations and Visualizations

  

Index