FluxML ORG

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

21st century AD

Please do not feed the models

Computer vision models for Flux

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

Neural Network primitives with multiple backends

Geometric Deep Learning for Flux

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

Sensible extensions for exposing torch in Julia.

Wrapping deep learning models from the package Flux.jl for use in the MLJ.jl toolbox

Read ONNX graphs in Julia

Parameterise all the things

A flexible neural net training library inspired by fast.ai

Mike's Little Intermediate Representation

3D computer vision library in Julia

Optimisers.jl defines many standard optimisers and utilities for learning loops.

A little less conversation, a little more abstraction

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

Flux's ex AD

Gym environments in Julia

The FluxML Community Team repo

"Maybe we have our own magic."

Flexible data augmentation library for machine and deep learning

I heard you like compile times

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Common hyperparameter scheduling for ML

SPMD + Neural Nets

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Experimental features for Flux.jl

throw stuff

Flux Website

Memory efficient one-hot array encodings

Flash Attention & friends in pure Julia

Differentiable programming on quantum circuits with Flux

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

Differentiable Computer Vision using pure Julia

CUDA integration for the NNlib API

A benchmarking suite for the FluxML org

Pre-trained model weight artifacts for Metalhead.jl

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NumFOCUS Google Summer of Code Materials

Repository for default community health files

Unified documentation across the FluxML ecosystem

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