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Introduction
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Classroom Contents
Graph Neural Networks Are Dynamic Programmers
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- 1 Introduction
- 2 Classical Algorithms
- 3 Overview
- 4 Motivation
- 5 Optimal Path
- 6 Neural Algorithms
- 7 Data Efficiency
- 8 EndtoEnd Pipeline
- 9 Algorithmic Reasoning
- 10 General Idea
- 11 Summary
- 12 Graph Neural Networks
- 13 Dynamic Programming
- 14 Dynamic Programming Example
- 15 Mathematical Preparation
- 16 Illustration
- 17 Aggregation
- 18 Data Flow Diagram
- 19 Conclusion
- 20 Questions
