Department of Computer Science, University of Oregon
Data Mining & Machine Learning on Graphs
Fall-2024

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Materials

Book

Deep Learning on Graphs

Useful Link

PyTorch
PyTorch-Geometric
Matrix Notebook

Optional Reading - Not required

  • Material 1: Python Tutorial
  • Material 2: Pattern Recognition and Machine Learning
  • Material 3: Deep Learning
  • Material 4: Graph Theory
  • Material 5: Graph Neural Networks - Foundations, Frontiers, and Applications
  • Material 6: Introduction to Algorithms

scds.uoregon.edu/cs

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