dgl

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Here are 18 public repositories matching this topic...

graphdeeplearning / benchmarking-gnns

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Repository for benchmarking graph neural networks

deep-learning pytorch benchmark-framework graph-neural-networks graph-representation-learning dgl graph-deep-learning

Updated Dec 6, 2020
Jupyter Notebook

awslabs / dgl-ke

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High performance, easy-to-use, and scalable package for learning large-scale knowledge graph embeddings.

machine-learning knowledge-graph knowledge-graphs-embeddings graph-learning dgl

Updated Dec 11, 2020
Python

gnn4dr / DRKG

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A knowledge graph and a set of tools for drug repurposing

knowledge-graph drug-repurposing knowledge-graph-embeddings graph-neural-networks dgl dgl-ke

Updated Jun 26, 2020
Jupyter Notebook

a-r-j / graphein

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Protein Graph Library

bioinformatics deep-learning structural-biology protein-data-bank protein-structure computational-biology pytorch protein protein-design geometric-deep-learning graph-neural-networks dgl

Updated Nov 15, 2020
Jupyter Notebook

awslabs / dgl-lifesci

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Python package for graph neural networks in chemistry and biology

bioinformatics deep-learning cheminformatics molecule drug-discovery geometric-deep-learning graph-neural-networks dgl

Updated Dec 14, 2020
Python

lukecavabarrett / pna

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Implementation of Principal Neighbourhood Aggregation for Graph Neural Networks in PyTorch, DGL and PyTorch Geometric

pytorch graph-machine-learning graph-neural-networks pytorch-geometric dgl

Updated Nov 29, 2020
Python

acbull / HGT-DGL

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Code for "Heterogeneous Graph Transformer" (WWW'20), which is based on Deep Graph Library (DGL)

heterogeneous-network network-embedding graph-neural-networks dgl

Updated Jul 10, 2020
Python

shionhonda / gae-dgl

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Reimplementation of Graph Autoencoder by Kipf & Welling with DGL.

python deep-learning pytorch graph-convolutional-networks graph-neural-networks deep-graph-library dgl

Updated Sep 12, 2019
Python

taishan1994 / DGL_Chinese_Manual

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This is the Chinese manual of the graph neural network library DGL, currently contains the User Guide.

deep-learning gcn dgl dgl-neural-networks

Updated Sep 6, 2020

Saro00 / DGN

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Implementation of Directional Graph Networks in PyTorch and DGL

pytorch graph-machine-learning spectral-methods graph-neural-networks dgl

Updated Nov 22, 2020
Python

JetBrains-Research / embeddings-for-trees

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PyTorch Tree2Seq framework for developing and evaluating different algorithms for embedding trees.

tree-lstm ml4code dgl pytorch-tree2seq-framework

Updated Jun 20, 2020
Python

abhinavg97 / Learnable_DropEdge

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Multilabel Aspect Prediction using Graph Convolutional Networks

nlp sentiment-analysis pytorch graph-convolutional-networks gcn aspect-based-sentiment-analysis gnn pytorch-lightning dgl text-gcn

Updated Oct 30, 2020
Python

yoongi0428 / gnn_practice

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Various GNN implementation using DGL library

graph pytorch gnn graphneuralnetwork dgl

Updated Mar 8, 2020
Python

cmavro / Graph-InfoClust-GIC

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Graph InfoClust: Leveraging cluster-level node information for unsupervised graph representation learning

graph clustering dgl

Updated Nov 30, 2020
Jupyter Notebook

u1234x1234 / KDD-Cup-2020-AutoGraph-Challenge

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8th place solution to https://www.automl.ai/competitions/3

graph ray automl automated-machine-learning node-classification kddcup pytorch-geometric dgl

Updated Jun 9, 2020
Python

u1234x1234 / kdd2020-graph-adversarial-attacks-defence

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6th place solution to KDD CUP 2020 Graph Adversarial Attacks & Defense

machine-learning graph adversarial-machine-learning adversarial-attacks adversarial-defense dgl

Updated Sep 3, 2020
Python

npshub / network-and-complex-system

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📖 Tutorials and projects in Graph, Network and Complex System

python networkx complex-systems dgl

Updated Oct 17, 2020
Jupyter Notebook

xnuohz / MixHop-dgl

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

gcn mixhop dgl

Updated Dec 14, 2020
Python

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dgl

Here are 18 public repositories matching this topic...

graphdeeplearning / benchmarking-gnns

awslabs / dgl-ke

gnn4dr / DRKG

a-r-j / graphein

awslabs / dgl-lifesci

lukecavabarrett / pna

acbull / HGT-DGL

shionhonda / gae-dgl

taishan1994 / DGL_Chinese_Manual

Saro00 / DGN

JetBrains-Research / embeddings-for-trees

abhinavg97 / Learnable_DropEdge

yoongi0428 / gnn_practice

cmavro / Graph-InfoClust-GIC

u1234x1234 / KDD-Cup-2020-AutoGraph-Challenge

u1234x1234 / kdd2020-graph-adversarial-attacks-defence

npshub / network-and-complex-system

xnuohz / MixHop-dgl

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