geometric-deep-learning topic

List geometric-deep-learning repositories

diffusion-hopping

21
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1
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DiffHopp: A Graph Diffusion Model for Novel Drug Design via Scaffold Hopping

geometric-gnn-dojo

467
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41
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Geometric GNN Dojo provides unified implementations and experiments to explore the design space of Geometric Graph Neural Networks.

doc2graph

106
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18
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Doc2Graph transforms documents into graphs and exploit a GNN to solve several tasks.

PeSTo

104
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15
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Geometric deep learning method to predict protein binding interfaces from a protein structure.

geometric-rna-design

151
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15
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gRNAde: Geometric Deep Learning for 3D RNA inverse design

GraphOOD-GNNSafe

68
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4
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The official implementation for ICLR23 paper "GNNSafe: Energy-based Out-of-Distribution Detection for Graph Neural Networks"

Specformer

72
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13
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Transformer-based Spectral Graph Neural Networks

sphericart

56
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11
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Multi-language library for the calculation of spherical harmonics in Cartesian coordinates