Stanford CS224W Notes

CS224W Notes from Fall 2019

CS224W (Fall 2019) was offered as a course on machine learning methods for networks. We created notes borrowing contents from the lecture slides and expanding on topics discussed in lecture.

See course website here and official notes here. We thank Jure Leskovec for a great quarter in fall 2019 and the CS224W teaching team for assisstance on our course project during the quarter.

Notes on Machine Learning with Graphs

Jingbo Yang, Ruge Zhao, Meixian Zhu

List of Contents

Preliminaries
Introduction
Structures of Graph
Applications of Graph
Graph Representations
Convolutional Models for Graphs