Gnn

Open-source projects categorized as Gnn
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Language: + Python + C++ + TypeScript
Topics: Gcn Deep Learning graph-neural-networks graph-neural-network network-science
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Top 11 Gnn Open-Source Projects

  • GNNPapers

    Must-read papers on graph neural networks (GNN)

    • Project mention: [D] Masked Node Classification/Representation Learning for Graph Neural Networks | /r/MachineLearning | 2023-06-02

    I recently stumbled upon this amazing resource, you might wanna take a look on the papers listed there to check if anything catches your eye. Sorry for not being more helpful!

  • pytorch_geometric_temporal

    PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)

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  • gnn

    TensorFlow GNN is a library to build Graph Neural Networks on the TensorFlow platform.

    • Project mention: FLaNK Stack Weekly 19 Feb 2024 | dev.to | 2024-02-19

  • efficient-gnns

    Code and resources on scalable and efficient Graph Neural Networks

  • libgrape-lite

    🍇 A C++ library for parallel graph processing (GRAPE) 🍇

  • gnn-lspe

    Source code for GNN-LSPE (Graph Neural Networks with Learnable Structural and Positional Representations), ICLR 2022

  • realtime-fraud-detection-with-gnn-on-dgl

    An end-to-end blueprint architecture for real-time fraud detection(leveraging graph database Amazon Neptune) using Amazon SageMaker and Deep Graph Library (DGL) to construct a heterogeneous graph from tabular data and train a Graph Neural Network(GNN) model to detect fraudulent transactions in the IEEE-CIS dataset.

    • Project mention: realtime-fraud-detection-with-gnn-on-dgl: NEW Extended Research - star count:165.0 | /r/algoprojects | 2023-05-20

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

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  • diffnet

    Graph Neural Network based Social Recommendation Model. SIGIR2019.

  • ncem

    Learning cell communication from spatial graphs of cells

  • awesome-drug-pair-scoring

    Readings for "A Unified View of Relational Deep Learning for Drug Pair Scoring." (IJCAI 2022)

  • PDN

    The official PyTorch implementation of "Pathfinder Discovery Networks for Neural Message Passing" (WebConf '21)

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).

Gnn related posts

Index

What are some of the best open-source Gnn projects? This list will help you:

Project Stars
1 GNNPapers 15,531
2 pytorch_geometric_temporal 2,484
3 gnn 1,273
4 efficient-gnns 521
5 libgrape-lite 365
6 gnn-lspe 214
7 realtime-fraud-detection-with-gnn-on-dgl 202
8 diffnet 168
9 ncem 96
10 awesome-drug-pair-scoring 85
11 PDN 57

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