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Search results for graph geometric deep learning
geometric-deep-learning
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graph
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21 search results found
Stellargraph
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2,768
StellarGraph - Machine Learning on Graphs
Graphein
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932
Protein Graph Library
Pytorch_cluster
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700
PyTorch Extension Library of Optimized Graph Cluster Algorithms
Dgl Lifesci
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558
Python package for graph neural networks in chemistry and biology
Typedb Ml
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550
TypeDB-ML is the Machine Learning integrations library for TypeDB
Graphgallery
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440
GraphGallery is a gallery for benchmarking Graph Neural Networks.
Ptgnn
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305
A PyTorch Graph Neural Network Library
Deep Graph Matching Consensus
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170
Implementation of "Deep Graph Matching Consensus" in PyTorch
Graph Convnet Tsp
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157
Code for the paper 'An Efficient Graph Convolutional Network Technique for the Travelling Salesman Problem' (INFORMS Annual Meeting Session 2019)
Deepergnn
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138
Official PyTorch implementation of "Towards Deeper Graph Neural Networks" [KDD2020]
Graph Convolution On Structured Documents
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121
This repo contains code to convert Structured Documents to Graphs and implement a Graph Convolution Neural Network for node classification
Gnn Lspe
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114
Source code for GNN-LSPE (Graph Neural Networks with Learnable Structural and Positional Representations), ICLR 2022
Himp Gnn
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53
Hierarchical Inter-Message Passing for Learning on Molecular Graphs
Overlapping Community Detection
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40
Implementation of "Overlapping Community Detection with Graph Neural Networks"
Acm Gnn
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36
NeurIPS 2022, Revisiting Heterophily For Graph Neural Networks, official PyTorch implementation for Adaptive Channel Mixing (ACM) GNN framework
Malnet Graph
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27
A large-scale database for graph representation learning
Multigraphgan
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17
MultiGraphGAN for predicting multiple target graphs from a source graph using geometric deep learning.
Dgn
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16
How to fuse a population of graphs into a single one using graph neural networks?
Scatteringgcn
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14
Scattering GCN: overcoming oversmoothness in graph convolutional networks
Ggan
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11
Generative adversarial network for normalizing and predicting time-dependent graphs with respect to a fixed template.
Learning Paradigms For Tsp
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10
Code for the paper 'On Learning Paradigms for the Travelling Salesman Problem' (NeurIPS 2019 Graph Representation Learning Workshop)
Sympa
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8
Embedding graphs in symmetric spaces
Gsr Net
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5
Graph SuperResolution Network using geometric deep learning.
Hada
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5
HADA (Hiearachical Adversarial Domain Alignment) for brain graph prediction and classification.
Sgrl
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5
[ICML 2023 Oral] Official environments and implementations for "Subequivariant Graph Reinforcement Learning in 3D Environments"
Gyrospd
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5
GyroSPD: Vector-valued Distance and Gyrocalculus on the Space of Symmetric Positive Definite Matrices
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