Python Gnn

Open-source Python projects categorized as Gnn
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Topics: Gcn Deep Learning graph-neural-networks Tensorflow Pytorch
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Top 7 Python Gnn Projects

  • pytorch_geometric_temporal

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

  • 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

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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  • efficient-gnns

    Code and resources on scalable and efficient Graph Neural Networks

  • gnn-lspe

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

  • diffnet

    Graph Neural Network based Social Recommendation Model. SIGIR2019.

  • ncem

    Learning cell communication from spatial graphs of cells

  • PDN

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

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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).

Python Gnn related posts

  • Google Researchers Open-Source the TensorFlow GNN (TF-GNN): A Scalable Python Library for Graph Neural Networks in TensorFlow

    1 project | /r/tensorflow | 19 Jul 2022

  • [R] Recent Advances in Efficient and Scalable Graph Neural Networks

    1 project | /r/MachineLearning | 15 Mar 2022

  • What papers are there on decoding the results of training a network and recasting them?

    1 project | /r/learnmachinelearning | 11 Sep 2021

  • [Project] Efficient and scalable Graph Neural Networks papers

    1 project | /r/MachineLearning | 15 Aug 2021

  • Ncem: Learning cell communication from spatial graphs of cells

    1 project | news.ycombinator.com | 13 Jul 2021

  • Show HN: Pathfinder Discovery Networks for Neural Message Passing (WWW '21)

    1 project | news.ycombinator.com | 9 Feb 2021
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Index

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

Project Stars
1 pytorch_geometric_temporal 2,504
2 gnn 1,286
3 efficient-gnns 525
4 gnn-lspe 223
5 diffnet 169
6 ncem 98
7 PDN 57

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