Graph-based Modeling
General
| Description | Notebook |
|---|---|
| PinSAGE |  |
| Graph Benchmarks | |
| Graph embeddings using SDNE | |
| Graph Embeddings using Autoencoder | |
| Graph Embeddings | |
| Graph Properties | |
| Contextualized Knowledge Graph Embedding | |
| KHGT knowledge graph embeddings | |
| Learn Embeddings using Graph Networks | |
| Learning Graph Embeddings of Gowalla Dataset using HMLET Model | |
| Graph ML Embeddings | |
| Graph embeddings using Convnet Stellargraph | |
| Node2vec, Edge2vec, and Graph2vec | |
Node2vec
| Description | Notebook |
|---|---|
| Node2vec from scratch | |
| Recommender System with Node2vec Graph Embeddings | |
| Node2Vec TF2.0 | |
| Node2vec in PyTorch Geometric on CORA dataset | |
| Node2vec on Karateclub | |
| Node2vec on ML-latest in Keras | |
| Node2vec, Edge2vec, and Graph2vec | |
| Node2vec ML-100k | |
| Learn embeddings using Graph Networks | |
| Grocery Recommendation using Graph Network | |