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awesome-drug-discovery. A collection of drug discovery, classification and representation learning papers with deep learning.

DimeNet-dgl. A DGL implementation of "Directional Message Passing for Molecular Graphs" (ICLR 2020).

ARMA-dgl. A DGL implementation of "Graph Neural Networks with convolutional ARMA filters". (PAMI 2021)

DeeperGCN-dgl. A DGL implementation of "DeeperGCN: All You Need to Train Deeper GCNs".

DeepDTA-tf. Tensorflow implementation of "DeepDTA deep drug-target binding affinity prediction"

CorrectAndSmooth-dgl. A DGL implementation of "Combining Label Propagation and Simple Models Out-performs Graph Neural Networks" (ICLR 2021).

MixHop-dgl. A DGL implementation of "MixHop: Higher-Order Graph Convolutional Architectures via Sparsified Neighborhood Mixing" (ICML 2019).

DailyFudan. ? ? ?

GCNDTI. Tensorflow implementation of "Compound–protein interaction prediction with end-to-end learning of neural networks for graphs and sequences "

LabelPropagation-dgl. A DGL implementation of "Learning from Labeled and Unlabeled Data with Label Propagation".

JKNet-dgl. A DGL implementation of "Representation Learning on Graphs with Jumping Knowledge Networks".(ICML 2018)

KPConv-dgl. A DGL implementation of "KPConv: Flexible and Deformable Convolution for Point Clouds" (ICCV 2019).