C++ graph-neural-networks

Open-source C++ projects categorized as graph-neural-networks
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Topics: Graph Control Flow Data Science Deep Learning Data Flow
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Top 4 C++ graph-neural-network Projects

  • GraphScope

    🔨 🍇 💻 🚀 GraphScope: A One-Stop Large-Scale Graph Computing System from Alibaba | 一站式图计算系统

    • Project mention: Show HN: Graphlearn-for-PyTorch, distributed graph learning on PyTorch | news.ycombinator.com | 2023-05-15

    Optimizing distributed sampling and feature lookup looks really attractive. It's really challenging to deploy GNN training at an industrial-scale for a large graph.

    Will GLT be part of graphscope[1] and replacing the current graphscope-for-learning implementation?

    [1]: https://github.com/alibaba/GraphScope

  • euler

    A distributed graph deep learning framework. (by alibaba)

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  • GRAN

    Efficient Graph Generation with Graph Recurrent Attention Networks, Deep Generative Model of Graphs, Graph Neural Networks, NeurIPS 2019

  • ProGraML

    A Graph-based Program Representation for Data Flow Analysis and Compiler Optimizations

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

C++ graph-neural-networks related posts

  • GraphScope: A One-Stop Large-Scale Graph Computing System

    8 projects | news.ycombinator.com | 2 Feb 2021

Index

What are some of the best open-source graph-neural-network projects in C++? This list will help you:

Project Stars
1 GraphScope 3,107
2 euler 2,875
3 GRAN 451
4 ProGraML 286

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