Julia Machine Learning

Open-source Julia projects categorized as Machine Learning
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Top 23 Julia Machine Learning Projects

Machine Learning

  1. julia

    The Julia Programming Language

    Project mention: I Chose Common Lisp | news.ycombinator.com | 2025-01-11

  2. SaaSHub

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  3. Flux.jl

    Relax! Flux is the ML library that doesn't make you tensor

    Project mention: Flux is fast and it's open source | news.ycombinator.com | 2024-10-12

  4. MLJ.jl

    A Julia machine learning framework

  5. Zygote.jl

    21st century AD

  6. BeautifulAlgorithms.jl

    Concise and beautiful algorithms written in Julia

  7. AlphaZero.jl

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

  8. StatsWithJuliaBook

  9. Oceananigans.jl

    🌊 Julia software for fast, friendly, flexible, ocean-flavored fluid dynamics on CPUs and GPUs

  10. NeuralPDE.jl

    Physics-Informed Neural Networks (PINN) Solvers of (Partial) Differential Equations for Scientific Machine Learning (SciML) accelerated simulation

  11. Yao.jl

    Extensible, Efficient Quantum Algorithm Design for Humans.

  12. model-zoo

    Please do not feed the models

  13. TensorFlow.jl

    A Julia wrapper for TensorFlow

  14. SymbolicRegression.jl

    Distributed High-Performance Symbolic Regression in Julia

  15. ReinforcementLearning.jl

    A reinforcement learning package for Julia

  16. ScikitLearn.jl

    Julia implementation of the scikit-learn API https://cstjean.github.io/ScikitLearn.jl/dev/

  17. Transformers.jl

    Julia Implementation of Transformer models

  18. Lux.jl

    Elegant and Performant Scientific Machine Learning in Julia

  19. Enzyme.jl

    Julia bindings for the Enzyme automatic differentiator

  20. AutoMLPipeline.jl

    A package that makes it trivial to create and evaluate machine learning pipeline architectures.

  21. GeometricFlux.jl

    Geometric Deep Learning for Flux

  22. Stheno.jl

    Probabilistic Programming with Gaussian processes in Julia

  23. ComponentArrays.jl

    Arrays with arbitrarily nested named components.

  24. ADCME.jl

    Automatic Differentiation Library for Computational and Mathematical Engineering

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).

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Index

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

# Project Stars
1 julia 46,159
2 Flux.jl 4,564
3 MLJ.jl 1,815
4 Zygote.jl 1,496
5 BeautifulAlgorithms.jl 1,330
6 AlphaZero.jl 1,254
7 StatsWithJuliaBook 1,080
8 Oceananigans.jl 1,026
9 NeuralPDE.jl 1,021
10 Yao.jl 945
11 model-zoo 920
12 TensorFlow.jl 883
13 SymbolicRegression.jl 664
14 ReinforcementLearning.jl 601
15 ScikitLearn.jl 547
16 Transformers.jl 533
17 Lux.jl 526
18 Enzyme.jl 472
19 AutoMLPipeline.jl 360
20 GeometricFlux.jl 348
21 Stheno.jl 340
22 ComponentArrays.jl 301
23 ADCME.jl 297

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