Stepik

Stepik

Synthetic Petri Dish

Synthetic Petri Dish

AllAcronyms

AllAcronyms

SimFin

SimFin

Magenta

Magenta

Layoffs

layoffs
business insider
theregister
layoffs and downsizing
layoffers

Google Datasets

Google Datasets

GNN Datasets and Implementations

Citation Networks:

• PubMed
• Cora
• Citeseer
• DBLP

Biochemical:

• MUTAG
• NCI-1
• PPI
• D&D
• PROTEIN

Social Networks:

• Reddit
• BlogCatalog

Knowledge Graphs:

• FB13
• FB15K
• FB15K237
• WN11
• WN18
• WN18RR

Repos:

• Network Repository
• Graph Kernel Datasets
• Relational Dataset Repository
• Stanford Large Network Dataset Collection
• Open Graph Benchmark

Implementations:

• PyTorch Geometric
• Deep Graph Library
• AliGraph
• GraphVite
• Paddle Graph Library
• Euler
• Plato
• CogDL

GNN Models:

• GGNN
• Neural FPs
• ChebNet
• DNGR
• SDNE
• GAE
• DRNE
• Structured RNN
• DCNN
• GCN
• CayleyNet
• GraphSage
• GAT
• CLN
• ECC
• MPNN
• MoNet
• JK-Net
• SSE
• LGCN
• FastGCN
• DiffPool
• GraphRNN
• MolGAN
• NetGAN
• DCRNN
• ST-GCN
• RGCN
• AS-GCN
• DGCN
• GaAN
• DGI
• GraphWaveNet
• HAN

GNN Papers