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README.md

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<img align="right" width="300px" src="https://raw.githubusercontent.com/GraphNeuralNetworks/GraphNeuralNetworks.jl/master/GraphNeuralNetworks/docs/src/assets/logo.svg">
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<img align="right" width="300px" src="https://raw.githubusercontent.com/JuliaGraphs/GraphNeuralNetworks.jl/master/GraphNeuralNetworks/docs/src/assets/logo.svg">
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# GraphNeuralNetworks.jl
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[![](https://img.shields.io/badge/docs-stable-blue.svg)](https://GraphNeuralNetworks.github.io/GraphNeuralNetworks.jl/stable)
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[![](https://img.shields.io/badge/docs-dev-blue.svg)](https://GraphNeuralNetworks.github.io/GraphNeuralNetworks.jl/dev)
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![](https://github.com/GraphNeuralNetworks/GraphNeuralNetworks.jl/actions/workflows/ci.yml/badge.svg)
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[![codecov](https://codecov.io/gh/GraphNeuralNetworks/GraphNeuralNetworks.jl/branch/master/graph/badge.svg)](https://codecov.io/gh/GraphNeuralNetworks/GraphNeuralNetworks.jl)
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[![](https://img.shields.io/badge/docs-stable-blue.svg)](https://JuliaGraphs.github.io/GraphNeuralNetworks.jl/stable)
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[![](https://img.shields.io/badge/docs-dev-blue.svg)](https://JuliaGraphs.github.io/GraphNeuralNetworks.jl/dev)
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![](https://github.com/JuliaGraphs/GraphNeuralNetworks.jl/actions/workflows/ci.yml/badge.svg)
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[![codecov](https://codecov.io/gh/JuliaGraphs/GraphNeuralNetworks.jl/branch/master/graph/badge.svg)](https://codecov.io/gh/JuliaGraphs/GraphNeuralNetworks.jl)
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GraphNeuralNetworks.jl is a graph neural network library written in Julia and based on the deep learning framework [Flux.jl](https://github.com/FluxML/Flux.jl).
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* Easy to define custom layers.
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* CUDA support.
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* Integration with [Graphs.jl](https://github.com/JuliaGraphs/Graphs.jl).
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* [Examples](https://github.com/GraphNeuralNetworks/GraphNeuralNetworks.jl/tree/master/examples) of node, edge, and graph level machine learning tasks.
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* [Examples](https://github.com/JuliaGraphs/GraphNeuralNetworks.jl/tree/master/examples) of node, edge, and graph level machine learning tasks.
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* Heterogeneous and temporal graphs.
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## Installation
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## Usage
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Usage examples can be found in the [examples](https://github.com/GraphNeuralNetworks/GraphNeuralNetworks.jl/tree/master/examples) and in the [notebooks](https://github.com/GraphNeuralNetworks/GraphNeuralNetworks.jl/tree/master/notebooks) folder. Also, make sure to read the [documentation](https://GraphNeuralNetworks.github.io/GraphNeuralNetworks.jl/dev) for a comprehensive introduction to the library.
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Usage examples can be found in the [examples](https://github.com/JuliaGraphs/GraphNeuralNetworks.jl/tree/master/examples) and in the [notebooks](https://github.com/JuliaGraphs/GraphNeuralNetworks.jl/tree/master/notebooks) folder. Also, make sure to read the [documentation](https://JuliaGraphs.github.io/GraphNeuralNetworks.jl/dev) for a comprehensive introduction to the library.
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## Citing
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author = {Carlo Lucibello and other contributors},
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title = {GraphNeuralNetworks.jl: a geometric deep learning library for the Julia programming language},
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year = 2021,
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url = {https://github.com/GraphNeuralNetworks/GraphNeuralNetworks.jl}
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url = {https://github.com/JuliaGraphs/GraphNeuralNetworks.jl}
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}
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```
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