@FluxML
Guthub

FluxML

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  • Stars
    star
    10,094
  • Global Org. Rank 2,285 (Top 0.8 %)
  • Registered about 7 years ago
  • Most used languages
    Julia
         95.3 %
    HTML
         4.7 %

Top repositories

1

Flux.jl

Relax! Flux is the ML library that doesn't make you tensor
Julia
4,359
star
2

Zygote.jl

21st century AD
Julia
1,431
star
3

model-zoo

Please do not feed the models
Julia
878
star
4

FastAI.jl

Repository of best practices for deep learning in Julia, inspired by fastai
Julia
578
star
5

GeometricFlux.jl

Geometric Deep Learning for Flux
Julia
348
star
6

Metalhead.jl

Computer vision models for Flux
Julia
314
star
7

MacroTools.jl

MacroTools provides a library of tools for working with Julia code and expressions.
Julia
301
star
8

Torch.jl

Sensible extensions for exposing torch in Julia.
Julia
200
star
9

NNlib.jl

Neural Network primitives with multiple backends
Julia
188
star
10

MLJFlux.jl

Wrapping deep learning models from the package Flux.jl for use in the MLJ.jl toolbox
Julia
137
star
11

ONNX.jl

Read ONNX graphs in Julia
Julia
137
star
12

FluxTraining.jl

A flexible neural net training library inspired by fast.ai
Julia
114
star
13

IRTools.jl

Mike's Little Intermediate Representation
Julia
107
star
14

Functors.jl

Parameterise all the things
Julia
107
star
15

Flux3D.jl

3D computer vision library in Julia
Julia
100
star
16

Mjolnir.jl

A little less conversation, a little more abstraction
Julia
87
star
17

Optimisers.jl

Optimisers.jl defines many standard optimisers and utilities for learning loops.
Julia
68
star
18

DaggerFlux.jl

Distributed computation of differentiation pipelines to use multiple workers, devices, GPU, etc. since Julia wasn't fast enough already
Julia
65
star
19

Gym.jl

Gym environments in Julia
Julia
54
star
20

FluxML-Community-Call-Minutes

The FluxML Community Team repo
51
star
21

XLA.jl

"Maybe we have our own magic."
Julia
47
star
22

Tracker.jl

Flux's ex AD
Julia
44
star
23

FluxJS.jl

I heard you like compile times
Julia
42
star
24

DataAugmentation.jl

Flexible data augmentation library for machine and deep learning
Julia
41
star
25

HuggingFaceApi.jl

Julia
33
star
26

Hydra.jl

SPMD + Neural Nets
Julia
31
star
27

ParameterSchedulers.jl

Common hyperparameter scheduling for ML
Julia
28
star
28

Alloc.jl

Julia
26
star
29

Trebuchet.jl

throw stuff
Julia
21
star
30

fluxml.github.io

Flux Website
HTML
20
star
31

YaoFlux.jl

Differentiable programming on quantum circuits with Flux
Julia
19
star
32

OneHotArrays.jl

Memory efficient one-hot array encodings
Julia
17
star
33

ZygoteRules.jl

Julia
15
star
34

FluxBench.jl

Benchmarks for the FluxML ecosystem for deep learning, scientific machine learning, differentiable programming etc including AD and CUDA accelerated workloads
Julia
14
star
35

NNlibCUDA.jl

CUDA integration for the NNlib API
Julia
14
star
36

DiffImages.jl

Differentiable Computer Vision using pure Julia
Julia
14
star
37

Fluxperimental.jl

Experimental features for Flux.jl
Julia
13
star
38

SafeTensors.jl

Julia
8
star
39

MetalheadWeights

Pre-trained model weight artifacts for Metalhead.jl
Julia
7
star
40

FluxMLBenchmarks.jl

A benchmarking suite for the FluxML org
Julia
6
star
41

IArrays.jl

Julia
5
star
42

differentiable.dev

HTML
3
star
43

FluxCUDA.jl

Julia
3
star
44

FluxMLDocs

Unified documentation across the FluxML ecosystem
Julia
1
star
45

.github

Repository for default community health files
1
star