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Top 23 Julia Julium Projects
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Project mention: A data scientist's journey building a B2B data product with Julia and Pluto | dev.to | 2025-02-27
In this post, I’m exploring dev tools for data scientists, specifically Julia and Pluto.jl. I interviewed Mandar, a data scientist and software engineer, about his experience adopting Pluto, a reactive notebook environment similar to Jupyter notebooks. What’s different about Pluto is that it’s designed specifically for Julia, a programming language built for scientific computing and machine learning.
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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.
Another up-and-coming solution is Julia's simulation ecosystem [1]. It is powered by the commercial organization behind the Julia programming language, which has received DARPA funding [2] to build out these tools. This ecosystem unifies researchers in numerical methods [3], scalable compute, and domain experts in modeling engineering systems (electrical, mechanical, etc.) I believe this is where simulation is headed.
[1] https://juliahub.com/products/juliasim
[2] https://news.ycombinator.com/item?id=26425659
[3] https://docs.sciml.ai/DiffEqDocs/stable/
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Project mention: Exploring Typst, a new typesetting system similar to LaTeX | news.ycombinator.com | 2024-10-12
Thank you for the kind words.
The plots were all created with Makie.jl [1] and lots of fiddling and manually writing code to get things right. Although I think Makie is great, I guess it would also be possible with other plotting libraries.
[1]: https://docs.makie.org/stable/
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Project mention: Scientific Visualization: Python and Matplotlib, by Nicolas Rougier | news.ycombinator.com | 2024-09-17
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JuMP.jl
Modeling language for Mathematical Optimization (linear, mixed-integer, conic, semidefinite, nonlinear)
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InfluxDB
InfluxDB high-performance time series database. Collect, organize, and act on massive volumes of high-resolution data to power real-time intelligent systems.
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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
JuliaSim looks interesting! From my understanding, it's 100% proprietary/commercial, but built on top of the open source https://github.com/SciML/ModelingToolkit.jl?
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Oceananigans.jl
🌊 Julia software for fast, friendly, flexible, ocean-flavored fluid dynamics on CPUs and GPUs
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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).
Julia Julia discussion
Julia Julia related posts
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SciML: Open-Source Software for Scientific Machine Learning
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My programming Cruise
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A data scientist's journey building a B2B data product with Julia and Pluto
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New Horizons for Julia
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Julia and JuliaHub: Advancing Innovation and Growth
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Stressify.jl Performance Testing
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Julia Emerges as Powerful New Language for Scientific Machine Learning, Rivaling Python and MATLAB
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A note from our sponsor - SaaSHub
www.saashub.com | 21 Apr 2025
Index
What are some of the best open-source Julium projects in Julia? This list will help you:
| # | Project | Stars |
|---|---|---|
| 1 | julia | 46,834 |
| 2 | Pluto.jl | 5,110 |
| 3 | DifferentialEquations.jl | 2,938 |
| 4 | Makie.jl | 2,516 |
| 5 | Genie.jl | 2,323 |
| 6 | JuMP.jl | 2,294 |
| 7 | Gadfly.jl | 1,911 |
| 8 | Plots.jl | 1,879 |
| 9 | MLJ.jl | 1,841 |
| 10 | DataFrames.jl | 1,761 |
| 11 | Zygote.jl | 1,515 |
| 12 | ModelingToolkit.jl | 1,502 |
| 13 | PyCall.jl | 1,481 |
| 14 | PackageCompiler.jl | 1,470 |
| 15 | UnicodePlots.jl | 1,466 |
| 16 | BeautifulAlgorithms.jl | 1,345 |
| 17 | CUDA.jl | 1,273 |
| 18 | AlphaZero.jl | 1,273 |
| 19 | Distributions.jl | 1,143 |
| 20 | Oceananigans.jl | 1,110 |
| 21 | StatsWithJuliaBook | 1,089 |
| 22 | model-zoo | 925 |
| 23 | ForwardDiff.jl | 924 |
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