Julia Julia

Open-source Julia projects categorized as Julia

Top 23 Julia Julium Projects

  • julia

    The Julia Programming Language

    Project mention: Data Engineering and DataOps: A Beginner's Guide to Building Data Solutions and Solving Real-World Challenges | dev.to | 2023-01-19

    In addition to Structured Query Language(SQL), we can also use a variety of different programming languages, such as Python, Java, JavaScript, R, Julia, Scala, or any other programming language as long as it supports a basic database connection and functions to perform all of those operations, to connect to databases and perform more advanced query operations on the data. This gives us greater flexibility and allows us to apply custom-created logic to the data.

  • Pluto.jl

    🎈 Simple reactive notebooks for Julia

    Project mention: Using Julia with Anaconda and Voilà | reddit.com/r/Julia | 2023-01-21

    You can use https://github.com/fonsp/Pluto.jl instead of Jupyter.

  • SonarQube

    Static code analysis for 29 languages.. Your projects are multi-language. So is SonarQube analysis. Find Bugs, Vulnerabilities, Security Hotspots, and Code Smells so you can release quality code every time. Get started analyzing your projects today for free.

  • 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.

    Project mention: Startups are building with the Julia Programming Language | news.ycombinator.com | 2022-12-13

    This lists some of its unique abilities:

    https://docs.sciml.ai/DiffEqDocs/stable/

    The routines are sufficiently generic, with regard to Julia’s type system, to allow the solvers to automatically compose with other packages and to seamlessly use types other than Numbers. For example, instead of handling just functions Number→Number, you can define your ODE in terms of quantities with physical dimensions, uncertainties, quaternions, etc., and it will just work (for example, propagating uncertainties correctly to the solution¹). Recent developments involve research into the automated selection of solution routines based on the properties of the ODE, something that seems really next-level to me.

    [1] https://lwn.net/Articles/834571/

  • Genie.jl

    🧞The highly productive Julia web framework

    Project mention: GUI library suggestion for school project | reddit.com/r/Julia | 2022-10-23

    Have you checked https://genieframework.com/? It's the most popular web dev framework in Julia.

  • JuMP.jl

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

    Project mention: Multiple dispatch: Common Lisp vs Julia | reddit.com/r/Julia | 2022-03-05

    A 100+ contributor project

  • Makie.jl

    Visualizations and plotting in Julia

    Project mention: Julia lib to get vector paths of font glyphs? | reddit.com/r/Julia | 2022-09-30

    There does exist some code for reading glyph geometry from fonts - you can find some of it in the Makie source directory: eg https://github.com/MakieOrg/Makie.jl/blob/master/src/bezier.jl - you can see that there's quite a lot though...

  • Gadfly.jl

    Crafty statistical graphics for Julia.

  • InfluxDB

    Build time-series-based applications quickly and at scale.. InfluxDB is the Time Series Platform where developers build real-time applications for analytics, IoT and cloud-native services. Easy to start, it is available in the cloud or on-premises.

  • Plots.jl

    Powerful convenience for Julia visualizations and data analysis

    Project mention: Animating plots using only PlotlyJS ? | reddit.com/r/Julia | 2022-04-13

    Have a look at the source: https://github.com/JuliaPlots/Plots.jl/blob/master/src/animation.jl It shouldn't be too hard to write something specifically for PlotlyJS yourself.

  • DataFrames.jl

    In-memory tabular data in Julia

    Project mention: Unleashing the Power of Julia: Top 5 Must-Have Packages | dev.to | 2023-01-27

    DataFrames.jl

  • MLJ.jl

    A Julia machine learning framework

    Project mention: What is the Julia equivalent of Scikit-Learn? | reddit.com/r/Julia | 2022-12-30

    MLJ.jl is a good Julia ML framework. There's also a Scikitlearn.jl but its more of a wrapper around the sklearn I believe

  • Zygote.jl

    21st century AD

    Project mention: How long till Julia could be the default language to learn ML? | reddit.com/r/learnmachinelearning | 2022-11-13

    I think julia has a lot going for it. I feel like autograd is one of the bigger ones given that it's a language feature basically (https://github.com/FluxML/Zygote.jl for reference). I think the ecosystem is a bit of an uphill battle though.

  • PyCall.jl

    Package to call Python functions from the Julia language

    Project mention: Which tools do you use for python + Data Science? | reddit.com/r/datascience | 2022-12-08
  • PackageCompiler.jl

    Compile your Julia Package

    Project mention: Julia performance, startup.jl, and sysimages | reddit.com/r/Julia | 2022-11-19

    You can have a look at PackageCompiler.jl

  • BeautifulAlgorithms.jl

    Concise and beautiful algorithms written 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

    Project mention: Mathematically Modelling a PRV | reddit.com/r/ControlTheory | 2022-10-24

    I'd use a modeling tool like https://mtk.sciml.ai/dev/ Using the standard library, you wouldn't need to come up with all equations yourself. Depending on the details of your use case, system identification as suggested before might be a faster approach though.

  • AlphaZero.jl

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

  • UnicodePlots.jl

    Unicode-based scientific plotting for working in the terminal

    Project mention: Julia Simple Unicode Plotting | reddit.com/r/Julia | 2022-03-07

    I hope someone can benefit from it. I know about UnicodePlots.jl but I needed too much customisation. Also I needed the vertical histogram. Sadly I don have time to integrate it to the main UnicodePlots.jl repo, but maybe by time someone will take the effort.

  • StatsWithJuliaBook

    Project mention: Recommended Self-Study Statistics Book | reddit.com/r/math | 2022-09-14

    Today I just started read Stats with Julia (https://statisticswithjulia.org/) and I have to say as a CS and math person, I really love this book. Of course one of the reasons may be that I want to learn Julia.

  • Distributions.jl

    A Julia package for probability distributions and associated functions.

    Project mention: Don't waste your time on Julia | reddit.com/r/rstats | 2022-08-14

    ...so the blog post you've posted 4 times contains a list of issues the author filed in 2020-2021... and at least for the handful I clicked, they indeed have (long) been sorted. e.g., Filed Dec 18th 2020, closed Dec 20th

  • CUDA.jl

    CUDA programming in Julia.

    Project mention: C++ is making me depressed / CUDA question | reddit.com/r/rust | 2022-07-20

    If you just want to do some numerical code that requires linear algebra and GPU, your best bet would be Julia or Python+JAX.

  • TensorFlow.jl

    A Julia wrapper for TensorFlow

  • model-zoo

    Please do not feed the models

    Project mention: sci-kit learn best for machine learning with Julia? | reddit.com/r/Julia | 2022-04-20
  • Javis.jl

    Julia Animations and Visualizations

    Project mention: Javis vs Manim | reddit.com/r/manim | 2023-01-16
  • SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020). The latest post mention was on 2023-01-27.

Julia Julia related posts

Index

What are some of the best open-source Julium projects in Julia? This list will help you:

Project Stars
1 julia 41,439
2 Pluto.jl 4,328
3 DifferentialEquations.jl 2,434
4 Genie.jl 1,934
5 JuMP.jl 1,875
6 Makie.jl 1,835
7 Gadfly.jl 1,826
8 Plots.jl 1,664
9 DataFrames.jl 1,544
10 MLJ.jl 1,542
11 Zygote.jl 1,314
12 PyCall.jl 1,303
13 PackageCompiler.jl 1,222
14 BeautifulAlgorithms.jl 1,220
15 ModelingToolkit.jl 1,148
16 AlphaZero.jl 1,095
17 UnicodePlots.jl 1,017
18 StatsWithJuliaBook 990
19 Distributions.jl 955
20 CUDA.jl 903
21 TensorFlow.jl 868
22 model-zoo 814
23 Javis.jl 749
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