geometric-deep-learning topic

List geometric-deep-learning repositories

chemicalx

699
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89
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A PyTorch and TorchDrug based deep learning library for drug pair scoring. (KDD 2022)

dgl-lifesci

690
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144
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Python package for graph neural networks in chemistry and biology

Relation-Shape-CNN

413
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72
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Relation-Shape Convolutional Neural Network for Point Cloud Analysis (CVPR 2019 Oral & Best paper finalist)

DensePoint

117
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24
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DensePoint: Learning Densely Contextual Representation for Efficient Point Cloud Processing (ICCV 2019)

deep_gcns

627
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89
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Tensorflow Repo for "DeepGCNs: Can GCNs Go as Deep as CNNs?" ICCV2019 Oral https://www.deepgcns.org

pytorch_cluster

769
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139
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PyTorch Extension Library of Optimized Graph Cluster Algorithms

GraphGallery

455
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62
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GraphGallery is a gallery for benchmarking Graph Neural Networks, From InplusLab.

ptgnn

373
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40
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A PyTorch Graph Neural Network Library

masif

542
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149
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MaSIF- Molecular surface interaction fingerprints. Geometric deep learning to decipher patterns in molecular surfaces.