Trending Julia Projects

Top 50 Trending Julia Projects

• PythonCall.jl

  1 585 3.2%

  Python and Julia in harmony.

  

• Agents.jl

  2 643 2.6%

  Agent-based modeling framework in Julia

  

• Dagger.jl

  3 537 1.9%

  A framework for out-of-core and parallel execution

  

• ReinforcementLearning.jl

  4 536 1.5%

  A reinforcement learning package for Julia

  

• Yao.jl

  5 847 1.3%

  Extensible, Efficient Quantum Algorithm Design for Humans.

  

• Cthulhu.jl

  6 552 1.3%

  The slow descent into madness

  

• Oceananigans.jl

  7 837 1.2%

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

  

• Makie.jl

  8 2,170 1.1%

  Interactive data visualizations and plotting in Julia

  

• NeuralPDE.jl

  9 839 1.1%

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

  

• Unitful.jl

  10 559 1.1%

  Physical quantities with arbitrary units

  

• DataStructures.jl

  11 655 1.1%

  Julia implementation of Data structures

  

• ModelingToolkit.jl

  12 1,279 1.0%

  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

  

• LoopVectorization.jl

  13 695 1.0%

  Macro(s) for vectorizing loops.

  

• BenchmarkTools.jl

  14 556 0.9%

  A benchmarking framework for the Julia language

  

• DSGE.jl

  15 827 0.8%

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

  

• JuMP.jl

  16 2,055 0.8%

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

  

• Gridap.jl

  17 610 0.8%

  Grid-based approximation of partial differential equations in Julia

  

• Documenter.jl

  18 758 0.8%

  A documentation generator for Julia.

  

• Genie.jl

  19 2,098 0.8%

  🧞The highly productive Julia web framework

  

• Javis.jl

  20 797 0.8%

  Julia Animations and Visualizations

  

• DifferentialEquations.jl

  21 2,660 0.7%

  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.

  

• Symbolics.jl

  22 1,231 0.6%

  Symbolic programming for the next generation of numerical software

  

• DiffEqFlux.jl

  23 801 0.6%

  Universal neural differential equations with O(1) backprop, GPUs, and stiff+non-stiff DE solvers, demonstrating scientific machine learning (SciML) and physics-informed machine learning methods

  

• ApproxFun.jl

  24 507 0.6%

  Julia package for function approximation

  

• StatsBase.jl

  25 555 0.5%

  Basic statistics for Julia

  

• Catlab.jl

  26 560 0.5%

  A framework for applied category theory in the Julia language

  

• PkgTemplates.jl

  27 584 0.5%

  Create new Julia packages, the easy way

  

• Weave.jl

  28 787 0.5%

  Scientific reports/literate programming for Julia

  

• CUDA.jl

  29 1,065 0.5%

  CUDA programming in Julia.

  

• UnicodePlots.jl

  30 1,356 0.4%

  Unicode-based scientific plotting for working in the terminal

  

• StaticArrays.jl

  31 690 0.4%

  Statically sized arrays for Julia

  

• MLJ.jl

  32 1,670 0.4%

  A Julia machine learning framework

  

• Plots.jl

  33 1,767 0.4%

  Powerful convenience for Julia visualizations and data analysis

  

• julia

  34 43,572 0.4%

  The Julia Programming Language

  

• General

  35 544 0.4%

  The official registry of general Julia packages

  

• PyCall.jl

  36 1,396 0.4%

  Package to call Python functions from the Julia language

  

• DataFrames.jl

  37 1,646 0.3%

  In-memory tabular data in Julia

  

• Distributions.jl

  38 1,031 0.3%

  A Julia package for probability distributions and associated functions.

  

• ForwardDiff.jl

  39 827 0.2%

  Forward Mode Automatic Differentiation for Julia

  

• PackageCompiler.jl

  40 1,331 0.2%

  Compile your Julia Package

  

• Images.jl

  41 510 0.2%

  An image library for Julia

  

• Luxor.jl

  42 543 0.2%

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

  

• Optimization.jl

  43 579 0.2%

  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.

  

• Flux.jl

  44 4,273 0.2%

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

  

• Gadfly.jl

  45 1,876 0.2%

  Crafty statistical graphics for Julia.

  

• Zygote.jl

  46 1,396 0.1%

  21st century AD

  

• IJulia.jl

  47 2,687 0.0%

  Julia kernel for Jupyter

  

• HTTP.jl

  48 612 0.0%

  HTTP for Julia

  

• Cxx.jl

  49 741 0.0%

  The Julia C++ Interface

  

• FastAI.jl

  50 574 0.0%

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

  

Index