FluxML/MacroTools.jl

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Julia
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Created over 9 years ago
Updated 3 months ago

FluxML/MacroTools.jl

FluxML

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

MacroTools.jl

MacroTools provides a library of tools for working with Julia code and expressions. This includes a powerful template-matching system and code-walking tools that let you do deep transformations of code in a few lines. See the docs for more info.

Suggestions, issues and pull requests are welcome.

Installation

]add MacroTools

Flux.jl

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

Zygote.jl

21st century AD

model-zoo

Please do not feed the models

FastAI.jl

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

GeometricFlux.jl

Geometric Deep Learning for Flux

Metalhead.jl

Computer vision models for Flux

Torch.jl

Sensible extensions for exposing torch in Julia.

NNlib.jl

Neural Network primitives with multiple backends

MLJFlux.jl

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

ONNX.jl

Read ONNX graphs in Julia

FluxTraining.jl

A flexible neural net training library inspired by fast.ai

Functors.jl

Parameterise all the things

IRTools.jl

Mike's Little Intermediate Representation

Flux3D.jl

3D computer vision library in Julia

Mjolnir.jl

A little less conversation, a little more abstraction

Optimisers.jl

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

DaggerFlux.jl

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

Gym.jl

Gym environments in Julia

Tracker.jl

FluxML-Community-Call-Minutes

The FluxML Community Team repo

XLA.jl

"Maybe we have our own magic."

FluxJS.jl

I heard you like compile times

DataAugmentation.jl

Flexible data augmentation library for machine and deep learning

HuggingFaceApi.jl

Hydra.jl

SPMD + Neural Nets

ParameterSchedulers.jl

Common hyperparameter scheduling for ML

Alloc.jl

Trebuchet.jl

fluxml.github.io

YaoFlux.jl

Differentiable programming on quantum circuits with Flux

OneHotArrays.jl

Memory efficient one-hot array encodings

DiffImages.jl

Differentiable Computer Vision using pure Julia

ZygoteRules.jl

FluxBench.jl

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

NNlibCUDA.jl

CUDA integration for the NNlib API

Fluxperimental.jl

Experimental features for Flux.jl

SafeTensors.jl

MetalheadWeights

Pre-trained model weight artifacts for Metalhead.jl

FluxMLBenchmarks.jl

A benchmarking suite for the FluxML org

IArrays.jl

differentiable.dev

FluxCUDA.jl

FluxMLDocs

Unified documentation across the FluxML ecosystem

.github

Repository for default community health files