FluxML

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47 repositories

NNlib.jl
Public
Neural Network primitives with multiple backends
machine-learning deep-learning julia
Julia
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Other
•124•208•81•20•Updated Jan 9, 2025Jan 9, 2025
Flux.jl
Public
Relax! Flux is the ML library that doesn't make you tensor
flux data-science machine-learning deep-learning neural-networks the-human-brain
Julia
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Other
•608•4.6k•213•55•Updated Jan 9, 2025Jan 9, 2025
Metalhead.jl
Public
Computer vision models for Flux
flux julia machine-learning computer-vision deep-learning
Julia
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Other
•65•337•15•10•Updated Jan 8, 2025Jan 8, 2025
Optimisers.jl
Public
Optimisers.jl defines many standard optimisers and utilities for learning loops.
julia
Julia
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MIT License
•24•82•22•18•Updated Jan 7, 2025Jan 7, 2025
MacroTools.jl
Public
MacroTools provides a library of tools for working with Julia code and expressions.
macro julia
Julia
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Other
•79•311•28•6•Updated Jan 7, 2025Jan 7, 2025
Fluxperimental.jl
Public
Experimental features for Flux.jl
Julia
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MIT License
•5•16•0•5•Updated Jan 5, 2025Jan 5, 2025
Zygote.jl
Public
21st century AD
machine-learning julia automatic-differentiation control-flow gradient julia-compiler
Julia
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Other
•212•1.5k•393•42•Updated Jan 5, 2025Jan 5, 2025
MLJFlux.jl
Public
Wrapping deep learning models from the package Flux.jl for use in the MLJ.jl toolbox
Julia
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MIT License
•17•143•23•3•Updated Dec 31, 2024Dec 31, 2024
FluxTraining.jl
Public
A flexible neural net training library inspired by fast.ai
optimization deep-learning
Julia
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MIT License
•26•121•14•4•Updated Dec 25, 2024Dec 25, 2024
Torch.jl
Public
Sensible extensions for exposing torch in Julia.
Julia
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Other
•16•222•12•3•Updated Dec 16, 2024Dec 16, 2024
FastAI.jl
Public
Repository of best practices for deep learning in Julia, inspired by fastai
deep-learning julia fastai
Julia
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MIT License
•50•586•19•11•Updated Dec 16, 2024Dec 16, 2024
ONNX.jl
Public
Read ONNX graphs in Julia
machine-learning deep-learning flux julia onnx
Julia
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Other
•26•141•26•1•Updated Dec 10, 2024Dec 10, 2024
ParameterSchedulers.jl
Public
Common hyperparameter scheduling for ML
flux machine-learning optimization hyperparameters
Julia
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MIT License
•12•33•4•1•Updated Dec 3, 2024Dec 3, 2024
Functors.jl
Public
Parameterise all the things
machine-learning functional-programming category-theory functors julia
Julia
•
MIT License
•16•121•8•2•Updated Nov 28, 2024Nov 28, 2024
model-zoo
Public
Please do not feed the models
flux model-zoo machine-learning deep-learning julia
Julia
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Other
•332•918•55•52•Updated Nov 25, 2024Nov 25, 2024
IRTools.jl
Public
Mike's Little Intermediate Representation
Julia
•
MIT License
•36•111•34•6•Updated Nov 20, 2024Nov 20, 2024
OneHotArrays.jl
Public
Memory efficient one-hot array encodings
Julia
•
MIT License
•6•18•9•4•Updated Nov 16, 2024Nov 16, 2024
Tracker.jl
Public
Flux's ex AD
Julia
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Other
•36•51•30•6•Updated Nov 9, 2024Nov 9, 2024
DataAugmentation.jl
Public
Flexible data augmentation library for machine and deep learning
Julia
•
MIT License
•18•43•6•0•Updated Oct 27, 2024Oct 27, 2024
FluxML-Community-Call-Minutes
Public
The FluxML Community Team repo
4•50•2•1•Updated Oct 14, 2024Oct 14, 2024
SafeTensors.jl
Public
Julia
•
MIT License
•1•11•0•1•Updated May 8, 2024May 8, 2024
FluxMLBenchmarks.jl
Public
A benchmarking suite for the FluxML org
Julia
•
MIT License
•2•6•0•0•Updated Apr 30, 2024Apr 30, 2024
fluxml.github.io
Public
Flux Website
flux deep-learning hacktoberfest machine-learning julia
HTML
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MIT License
•44•20•13•5•Updated Mar 23, 2024Mar 23, 2024
Flux3D.jl
Public
3D computer vision library in Julia
machine-learning point-cloud 3d-reconstruction 3d-computer-vision triangle-mesh julia 3d-vision-library
Julia
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MIT License
•14•102•7•7•Updated Feb 26, 2024Feb 26, 2024
ZygoteRules.jl
Public
Julia
•
MIT License
•13•15•4•0•Updated Jan 13, 2024Jan 13, 2024
differentiable.dev
Public
HTML
•1•3•0•4•Updated Jan 11, 2024Jan 11, 2024
DiffImages.jl
Public
Differentiable Computer Vision using pure Julia
computer-vision julia differentiable-programming
Julia
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MIT License
•2•15•4•3•Updated Nov 21, 2023Nov 21, 2023
FluxMLDocs
Public
Unified documentation across the FluxML ecosystem
Julia
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MIT License
•0•1•0•0•Updated Nov 18, 2023Nov 18, 2023
GeometricFlux.jl
Public
Geometric Deep Learning for Flux
flux machine-learning geometric-deep-learning juliagraphs deep-learning graph-neural-networks
Julia
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MIT License
•30•351•52•4•Updated Oct 29, 2023Oct 29, 2023
NNlibCPU.jl
Public
Julia
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MIT License
•1•0•0•1•Updated Sep 30, 2023Sep 30, 2023