Oceananigans.jl
www.julialang.org
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| Oceananigans.jl | www.julialang.org | |
|---|---|---|
| 4 | 2 | |
| 875 | 347 | |
| 1.6% | 1.4% | |
| 9.5 | 9.1 | |
| 5 days ago | 6 days ago | |
| Julia | Julia | |
| MIT License | GNU General Public License v3.0 or later |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Oceananigans.jl
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Julia 1.10 Released
I think it’s also the design philosophy. JuMP and ForwardDiff are great success stories and are packages very light on dependencies. I like those.
The DiffEq library seems to pull you towards the SciML ecosystem and that might not be agreeable to everyone.
For instance a known Julia project that simulates diff equations seems to have implemented their own solver
https://github.com/CliMA/Oceananigans.jl
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GPU vendor-agnostic fluid dynamics solver in Julia
I‘m currently playing around with Oceananigans.jl (https://github.com/CliMA/Oceananigans.jl). Do you know how both are similar or different?
Oceananigans.jl has really intuitive step-by-step examples and a great discussion page on GitHub.
- Supercharged high-resolution ocean simulation with Jax
www.julialang.org
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GPU vendor-agnostic fluid dynamics solver in Julia
The release was just cut 9 hours ago, as shown on the releases part of the Github page (https://github.com/JuliaLang/julia/releases/tag/v1.9.0). That then starts the jobs for the creation and deployment of the final binaries, and when that's done the Julialang.org website gets updated to state it's the release, and when that's done the blog post for the new release goes out. You can even follow the last step of the process here (https://github.com/JuliaLang/www.julialang.org/pull/1875), since it all occurs on the open source organization.
- We Use Julia, 10 Years Later
What are some alternatives?
MATDaemon.jl
Vulkan.jl - Using Vulkan from Julia
FiniteDiff.jl - Fast non-allocating calculations of gradients, Jacobians, and Hessians with sparsity support
ProtoStructs.jl - Easy prototyping of structs
MITgcm - M.I.T General Circulation Model master code and documentation repository
julia-ml-from-scratch - Machine learning from scratch in Julia
Metal.jl - Metal programming in Julia
StaticTools.jl - Enabling StaticCompiler.jl-based compilation of (some) Julia code to standalone native binaries by avoiding GC allocations and llvmcall-ing all the things!
opendylan - Open Dylan compiler and IDE
StaticCompiler.jl - Compiles Julia code to a standalone library (experimental)
LispSyntax.jl - lisp-like syntax in julia