This blog contains hands-on learning resources to quick start on graph machine learning.
- Node Embeddings
- Link Analysis
- Graph Algorithms
- Graph Neural Networks Roadmap
- Deep Generative Models for Graphs
- GNNs for Fraud Detection
- GNNs for Recommender Systems
- Neo4j Graph Database & Cypher
- Pytorch-Geometrics (PyG)
- Stanford CS224W: Machine Learning with Graphs [Class Video]
- Google Research GNN
- Awesome Collection of Research Papers on Fraud Detection using GNNs [Research Papers]
- Awesome Slides from a Talk on Fraud Detection using GNNs [Slides]