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CS224W: Graph Embedding, GNNs, Recommendation Systems, and applications.

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zixi-liu/Graphical-Neural-Network

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Graphical Neural Network

Quick Start on GNN

GNN


This blog contains hands-on learning resources to quick start on graph machine learning.

Topics

  • 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)

Resources