mossr/BeautifulAlgorithms.jl
Concise and beautiful algorithms written in Julia
This is a collection of concise, self-contained algorithms designed for academic exploration in machine learning, optimization, and decision-making. You can input various datasets or problem definitions to see how fundamental algorithms like linear regression or K-means clustering work. It's intended for students, researchers, and educators who want to understand the core mechanics of these algorithms.
1,422 stars. No commits in the last 6 months.
Use this if you are studying or teaching the foundational principles of machine learning and optimization algorithms and want to see clear, working implementations.
Not ideal if you need robust, production-ready solutions for real-world applications; look for dedicated, more sound Julia packages instead.
Stars
1,422
Forks
95
Language
Julia
License
—
Category
Last pushed
Mar 04, 2025
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/ml-frameworks/mossr/BeautifulAlgorithms.jl"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
CliMA/Oceananigans.jl
🌊 Julia software for fast, friendly, flexible, ocean-flavored fluid dynamics on CPUs and GPUs
JuliaLang/julia
The Julia Programming Language
WassimTenachi/PhySO
Physical Symbolic Optimization
FluxML/Flux.jl
Relax! Flux is the ML library that doesn't make you tensor
EnzymeAD/Enzyme.jl
Julia bindings for the Enzyme automatic differentiator