# \[ANN\] GeometricFlux.jl - Geometric Deep Learning for Flux

**URL:** https://discourse.julialang.org/t/ann-geometricflux-jl-geometric-deep-learning-for-flux/27063
**Category:** Package Announcements
**Created:** [August 1, 2019, 5:53am UTC](https://discourse.julialang.org/t/ann-geometricflux-jl-geometric-deep-learning-for-flux/27063 "2019-08-01T05:53:56Z")
**Posts on this page:** 3
**Page:** 1

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### Author: ![yuehhua](https://sea2.discourse-cdn.com/julialang/user_avatar/discourse.julialang.org/yuehhua/32/12281_2.png) [@yuehhua](https://discourse.julialang.org/u/yuehhua)
#### Post date: [August 1, 2019, 5:53am UTC](https://discourse.julialang.org/t/ann-geometricflux-jl-geometric-deep-learning-for-flux/27063/1 "2019-08-01T05:53:56Z")

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Hi, Julians!

I am pleased to announce [GeometricFlux.jl](https://github.com/yuehhua/GeometricFlux.jl) v0.1.0, which is an extension toolbox enabled geometric deep learning or graph neural networks in [Flux](https://github.com/FluxML/Flux.jl).

This package aims to integrate existing [JuliaGraphs ecosystem](https://github.com/JuliaGraphs) (i.e. SimpleGraph, WrightedGraph etc.) with Flux and accelerate by [CuArrays](https://github.com/JuliaGPU/CuArrays.jl) and SparseArray. [Zygote](https://github.com/FluxML/Zygote.jl) is used as AD engine. Several mainstream layers are implemented. An simple working example is available on CPU.

However, this package is still under fast development period. CUDA support is not tested. Suggestions and pull requests are welcome.

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### Author: ![Modatu](https://avatars.discourse-cdn.com/v4/letter/m/4bbf92/32.png) [@Modatu](https://discourse.julialang.org/u/Modatu)
#### Post date: [August 1, 2019, 6:38am UTC](https://discourse.julialang.org/t/ann-geometricflux-jl-geometric-deep-learning-for-flux/27063/2 "2019-08-01T06:38:14Z")

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This looks very interesting! Thanks a lot for your effort.  
I am particularly interested in the Message Passing layers. 👍

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### Author: ![Joshua\_Bowles](https://sea2.discourse-cdn.com/julialang/user_avatar/discourse.julialang.org/joshua_bowles/32/4515_2.png) [@Joshua\_Bowles](https://discourse.julialang.org/u/Joshua_Bowles)
#### Post date: [August 2, 2019, 4:06pm UTC](https://discourse.julialang.org/t/ann-geometricflux-jl-geometric-deep-learning-for-flux/27063/3 "2019-08-02T16:06:14Z")

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Really cool. This is a space where Julia can really (and ecosystem) can really shine. I’ll be forking this project as soon as I’m home!