graph-neural-networks topic

List graph-neural-networks repositories

PyNets

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A Reproducible Workflow for Structural and Functional Connectome Ensemble Learning

pytorch_geometric_temporal

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355
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PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)

PyNeuraLogic

269
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17
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PyNeuraLogic lets you use Python to create Differentiable Logic Programs

awesome-semi-supervised-learning

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😎 An up-to-date & curated list of awesome semi-supervised learning papers, methods & resources.

GRAN

454
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Efficient Graph Generation with Graph Recurrent Attention Networks, Deep Generative Model of Graphs, Graph Neural Networks, NeurIPS 2019

graph_attention_pool

276
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48
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Attention over nodes in Graph Neural Networks using PyTorch (NeurIPS 2019)

LanczosNetwork

310
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Lanczos Network, Graph Neural Networks, Deep Graph Convolutional Networks, Deep Learning on Graph Structured Data, QM8 Quantum Chemistry Benchmark, ICLR 2019

GNNLens2

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Visualization tool for Graph Neural Networks