Hello, Im starting my master course (Brazil- UFPR) in Bioinformatics. My background is mostly in IT and I´ve been studing Neural Nets(CNN, RNN…) to my upmost abilities. It seems that Graphs Neural Networks and/or Graphs Convolutional Networks are sort of new, and there´s little information about t…

There’s been talk of implementing graph neural networks in the Flux GitHub repo but I’m not aware of a formal implementation as of yet. My opinion while learning these subjects is that they are both really simple taken separately. If you just practice using Flux for your basic neural networks to gai…

See https://github.com/FluxML/Flux.jl/issues/625 for that aforementioned discussion.

To notify the non-overlapping people, I double-post the same words. Thanks to @XVilka for promoting GeometricFlux.jl. I have implemented some frequently used geometric deep learning/graph neural network layers and the abstraction of message-passing scheme, even the graph network (GN) block abstract…

We also have https://github.com/CarloLucibello/GraphNeuralNetworks.jl now. In a few months, I will move this project to the FluxML org.

Graph Neural Networks in Flux.

Specific Domains Machine Learning

XVilka January 13, 2020, 4:15am 4

Just a heads up - @yuehhua started the project called GeometricFlux.jl and it’s planned to be included in the FluxML project itself. See the announcement on this forum for more information.

Topic		Replies	Views
GraphNeuralNetworks.jl or GeometricFlux.jl General Usage flux , graphs	1	121	September 25, 2024
[ANN] GraphNeuralNetworks.jl Package Announcements flux , machine-learning , graphs	0	877	November 8, 2021
Best options for Graph Neural Network integration with Flux Machine Learning package , flux , machine-learning , geometricflux , graphneuralnetworks	5	211	October 24, 2025
[ANN] GeometricFlux.jl - Geometric Deep Learning for Flux Package Announcements	2	1489	August 2, 2019
[ANN] GraphNets.jl - Simple, blazing fast, message-passing graph neural network Package Announcements machine-learning	11	1934	September 19, 2023

Graph Neural Networks in Flux.

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