Files
Github-Ranking/Top100/Julia.md
T
2022-07-04 11:05:12 +08:00

69 lines
11 KiB
Markdown

[Github Ranking](../README.md)
==========
## Top 100 Stars in Julia
| Ranking | Project Name | Stars | Forks | Language | Open Issues | Description | Last Commit |
| ------- | ------------ | ----- | ----- | -------- | ----------- | ----------- | ----------- |
| 1 | [julia](https://github.com/JuliaLang/julia) | 39740 | 4940 | Julia | 3383 | The Julia Programming Language | 2022-07-04T02:17:41Z |
| 2 | [Pluto.jl](https://github.com/fonsp/Pluto.jl) | 3962 | 240 | Julia | 202 | 🎈 Simple reactive notebooks for Julia | 2022-07-02T10:51:38Z |
| 3 | [Flux.jl](https://github.com/FluxML/Flux.jl) | 3737 | 530 | Julia | 185 | Relax! Flux is the ML library that doesn't make you tensor | 2022-07-01T14:33:50Z |
| 4 | [IJulia.jl](https://github.com/JuliaLang/IJulia.jl) | 2462 | 393 | Julia | 98 | Julia kernel for Jupyter | 2022-06-23T23:10:23Z |
| 5 | [DifferentialEquations.jl](https://github.com/SciML/DifferentialEquations.jl) | 2249 | 181 | Julia | 133 | Multi-language suite for high-performance solvers of differential equations and scientific machine learning (SciML) components | 2022-06-29T19:21:07Z |
| 6 | [18S191](https://github.com/mitmath/18S191) | 2204 | 406 | Julia | 10 | Course 18.S191 at MIT, Spring 2021 - Introduction to computational thinking with Julia: | 2022-05-19T19:58:57Z |
| 7 | [Genie.jl](https://github.com/GenieFramework/Genie.jl) | 1794 | 167 | Julia | 82 | 🧞The highly productive Julia web framework | 2022-07-03T18:17:40Z |
| 8 | [Gadfly.jl](https://github.com/GiovineItalia/Gadfly.jl) | 1784 | 265 | Julia | 248 | Crafty statistical graphics for Julia. | 2022-06-19T18:15:28Z |
| 9 | [JuMP.jl](https://github.com/jump-dev/JuMP.jl) | 1756 | 358 | Julia | 19 | Modeling language for Mathematical Optimization (linear, mixed-integer, conic, semidefinite, nonlinear) | 2022-06-30T22:51:56Z |
| 10 | [Gen.jl](https://github.com/probcomp/Gen.jl) | 1655 | 147 | Julia | 135 | A general-purpose probabilistic programming system with programmable inference | 2022-06-26T22:39:03Z |
| 11 | [Makie.jl](https://github.com/JuliaPlots/Makie.jl) | 1606 | 171 | Julia | 588 | High level plotting on the GPU. | 2022-07-04T01:10:46Z |
| 12 | [Turing.jl](https://github.com/TuringLang/Turing.jl) | 1597 | 191 | Julia | 100 | Bayesian inference with probabilistic programming. | 2022-07-01T17:12:07Z |
| 13 | [Plots.jl](https://github.com/JuliaPlots/Plots.jl) | 1570 | 293 | Julia | 636 | Powerful convenience for Julia visualizations and data analysis | 2022-06-28T19:50:07Z |
| 14 | [MLJ.jl](https://github.com/alan-turing-institute/MLJ.jl) | 1424 | 138 | Julia | 80 | A Julia machine learning framework | 2022-06-29T22:03:07Z |
| 15 | [DataFrames.jl](https://github.com/JuliaData/DataFrames.jl) | 1398 | 338 | Julia | 125 | In-memory tabular data in Julia | 2022-07-03T21:45:55Z |
| 16 | [Mocha.jl](https://github.com/pluskid/Mocha.jl) | 1279 | 266 | Julia | 35 | Deep Learning framework for Julia | 2018-12-06T01:09:35Z |
| 17 | [Zygote.jl](https://github.com/FluxML/Zygote.jl) | 1239 | 172 | Julia | 327 | 21st century AD | 2022-07-03T17:37:07Z |
| 18 | [PyCall.jl](https://github.com/JuliaPy/PyCall.jl) | 1216 | 177 | Julia | 221 | Package to call Python functions from the Julia language | 2022-06-14T01:26:38Z |
| 19 | [PackageCompiler.jl](https://github.com/JuliaLang/PackageCompiler.jl) | 1114 | 150 | Julia | 35 | Compile your Julia Package | 2022-06-17T15:06:16Z |
| 20 | [VIMKiller](https://github.com/caseykneale/VIMKiller) | 1075 | 11 | Julia | 12 | Exiting VIM is hard; sometimes we need to take drastic measures | 2021-10-14T06:18:57Z |
| 21 | [BeautifulAlgorithms.jl](https://github.com/mossr/BeautifulAlgorithms.jl) | 1112 | 70 | Julia | 2 | Concise and beautiful algorithms written in Julia | 2022-06-06T13:28:36Z |
| 22 | [AlphaZero.jl](https://github.com/jonathan-laurent/AlphaZero.jl) | 1038 | 104 | Julia | 6 | A generic, simple and fast implementation of Deepmind's AlphaZero algorithm. | 2022-06-23T21:00:05Z |
| 23 | [ModelingToolkit.jl](https://github.com/SciML/ModelingToolkit.jl) | 1024 | 144 | Julia | 238 | A 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 | 2022-07-02T15:18:59Z |
| 24 | [Symbolics.jl](https://github.com/JuliaSymbolics/Symbolics.jl) | 978 | 91 | Julia | 207 | A fast and modern CAS for a fast and modern language. | 2022-07-01T17:17:24Z |
| 25 | [UnicodePlots.jl](https://github.com/JuliaPlots/UnicodePlots.jl) | 937 | 59 | Julia | 7 | Unicode-based scientific plotting for working in the terminal | 2022-07-02T12:44:31Z |
| 26 | [Revise.jl](https://github.com/timholy/Revise.jl) | 936 | 82 | Julia | 38 | Automatically update function definitions in a running Julia session | 2022-06-26T16:30:50Z |
| 27 | [Distributions.jl](https://github.com/JuliaStats/Distributions.jl) | 890 | 358 | Julia | 250 | A Julia package for probability distributions and associated functions. | 2022-07-03T18:37:50Z |
| 28 | [TensorFlow.jl](https://github.com/malmaud/TensorFlow.jl) | 867 | 113 | Julia | 70 | A Julia wrapper for TensorFlow | 2021-08-02T16:55:00Z |
| 29 | [pythonidae](https://github.com/svaksha/pythonidae) | 860 | 181 | Julia | 0 | Curated decibans of scientific programming resources in Python. | 2022-05-03T17:59:37Z |
| 30 | [Optim.jl](https://github.com/JuliaNLSolvers/Optim.jl) | 862 | 198 | Julia | 59 | Optimization functions for Julia | 2022-06-25T05:42:12Z |
| 31 | [CUDA.jl](https://github.com/JuliaGPU/CUDA.jl) | 799 | 145 | Julia | 184 | CUDA programming in Julia. | 2022-07-04T00:08:54Z |
| 32 | [model-zoo](https://github.com/FluxML/model-zoo) | 767 | 320 | Julia | 49 | Please do not feed the models | 2022-07-02T00:57:15Z |
| 33 | [DSGE.jl](https://github.com/FRBNY-DSGE/DSGE.jl) | 757 | 203 | Julia | 6 | Solve and estimate Dynamic Stochastic General Equilibrium models (including the New York Fed DSGE) | 2022-06-30T21:28:08Z |
| 34 | [JuliaDB.jl](https://github.com/JuliaData/JuliaDB.jl) | 760 | 64 | Julia | 114 | Parallel analytical database in pure Julia | 2022-07-01T00:13:39Z |
| 35 | [Franklin.jl](https://github.com/tlienart/Franklin.jl) | 733 | 88 | Julia | 154 | (yet another) static site generator. Simple, customisable, fast, maths with KaTeX, code evaluation, optional pre-rendering, in Julia. | 2022-06-25T16:54:54Z |
| 36 | [diff-zoo](https://github.com/MikeInnes/diff-zoo) | 734 | 56 | Julia | 6 | Differentiation for Hackers | 2021-07-09T11:52:53Z |
| 37 | [Weave.jl](https://github.com/JunoLab/Weave.jl) | 707 | 92 | Julia | 125 | Scientific reports/literate programming for Julia | 2022-05-19T14:09:14Z |
| 38 | [Javis.jl](https://github.com/JuliaAnimators/Javis.jl) | 705 | 49 | Julia | 48 | Julia Animations and Visualizations | 2022-07-02T10:30:28Z |
| 39 | [DiffEqFlux.jl](https://github.com/SciML/DiffEqFlux.jl) | 699 | 127 | Julia | 44 | 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 | 2022-07-01T00:26:30Z |
| 40 | [OnlineStats.jl](https://github.com/joshday/OnlineStats.jl) | 700 | 62 | Julia | 12 | ⚡ Single-pass algorithms for statistics | 2022-07-02T22:43:54Z |
| 41 | [Cxx.jl](https://github.com/JuliaInterop/Cxx.jl) | 700 | 110 | Julia | 107 | The Julia C++ Interface | 2022-03-30T16:03:56Z |
| 42 | [Oceananigans.jl](https://github.com/CliMA/Oceananigans.jl) | 681 | 122 | Julia | 244 | 🌊 Julia software for fast, friendly, flexible, ocean-flavored fluid dynamics on CPUs and GPUs | 2022-07-03T22:38:54Z |
| 43 | [Yao.jl](https://github.com/QuantumBFS/Yao.jl) | 679 | 98 | Julia | 23 | Extensible, Efficient Quantum Algorithm Design for Humans. | 2022-06-29T21:17:55Z |
| 44 | [LightGraphs.jl](https://github.com/sbromberger/LightGraphs.jl) | 678 | 197 | Julia | 31 | An optimized graphs package for the Julia programming language | 2021-10-08T14:57:24Z |
| 45 | [ForwardDiff.jl](https://github.com/JuliaDiff/ForwardDiff.jl) | 663 | 122 | Julia | 95 | Forward Mode Automatic Differentiation for Julia | 2022-06-30T02:47:54Z |
| 46 | [dictionary](https://github.com/adambom/dictionary) | 622 | 171 | Julia | 4 | A JSON representation of Webster's Unabridged Dictionary | 2021-04-23T20:59:28Z |
| 47 | [NeuralPDE.jl](https://github.com/SciML/NeuralPDE.jl) | 614 | 127 | Julia | 67 | Physics-Informed Neural Networks (PINN) and Deep BSDE Solvers of Differential Equations for Scientific Machine Learning (SciML) accelerated simulation | 2022-07-03T22:35:57Z |
| 48 | [DrWatson.jl](https://github.com/JuliaDynamics/DrWatson.jl) | 613 | 66 | Julia | 36 | The perfect sidekick to your scientific inquiries | 2022-05-30T08:40:55Z |
| 49 | [DynamicalSystems.jl](https://github.com/JuliaDynamics/DynamicalSystems.jl) | 611 | 78 | Julia | 8 | Award winning software library for nonlinear dynamics | 2022-06-29T00:04:30Z |
| 50 | [Documenter.jl](https://github.com/JuliaDocs/Documenter.jl) | 583 | 384 | Julia | 266 | A documentation generator for Julia. | 2022-07-02T00:40:47Z |
| 51 | [OhMyREPL.jl](https://github.com/KristofferC/OhMyREPL.jl) | 604 | 45 | Julia | 30 | Syntax highlighting and other enhancements for the Julia REPL | 2022-06-17T20:43:42Z |
| 52 | [DataStructures.jl](https://github.com/JuliaCollections/DataStructures.jl) | 563 | 222 | Julia | 134 | Julia implementation of Data structures | 2022-06-10T02:50:14Z |
| 53 | [LoopVectorization.jl](https://github.com/JuliaSIMD/LoopVectorization.jl) | 564 | 53 | Julia | 81 | Macro(s) for vectorizing loops. | 2022-06-24T15:53:07Z |
| 54 | [StaticArrays.jl](https://github.com/JuliaArrays/StaticArrays.jl) | 558 | 122 | Julia | 119 | Statically sized arrays for Julia | 2022-07-01T19:35:36Z |
| 55 | [HTTP.jl](https://github.com/JuliaWeb/HTTP.jl) | 531 | 136 | Julia | 17 | HTTP for Julia | 2022-07-03T12:52:45Z |
| 56 | [ProgressMeter.jl](https://github.com/timholy/ProgressMeter.jl) | 540 | 78 | Julia | 52 | Progress meter for long-running computations | 2022-05-30T15:07:28Z |
| 57 | [POMDPs.jl](https://github.com/JuliaPOMDP/POMDPs.jl) | 508 | 77 | Julia | 17 | MDPs and POMDPs in Julia - An interface for defining, solving, and simulating fully and partially observable Markov decision processes on discrete and continuous spaces. | 2022-06-11T19:52:01Z |
| 58 | [FastAI.jl](https://github.com/FluxML/FastAI.jl) | 491 | 44 | Julia | 10 | Repository of best practices for deep learning in Julia, inspired by fastai | 2022-07-03T21:06:04Z |
| 59 | [ScikitLearn.jl](https://github.com/cstjean/ScikitLearn.jl) | 493 | 70 | Julia | 30 | Julia implementation of the scikit-learn API https://cstjean.github.io/ScikitLearn.jl/dev/ | 2022-05-23T17:21:41Z |
| 60 | [PkgTemplates.jl](https://github.com/invenia/PkgTemplates.jl) | 485 | 84 | Julia | 56 | Create new Julia packages, the easy way | 2022-05-29T12:11:25Z |