This week's assignments will guide you through the following topics:
- Graph neural networks
Please read the following:
- Introduction and Section 1 of Ref. {cite:p}
Shlomi:2020gdn - Ref. {cite:p}
PyTorchGeometric. - Slides: https://www.dropbox.com/s/gbdjmwmvqu1krd9/UMN_GNNsParticlePhysics_28Apr2021.pdf?dl=0
Complete the following tasks:
- Modify the graph neural network and re-evaluate the performance
Answer the following questions
- Why is it challenging to apply convolutional neural networks or recurrent neural networks to high energy physics data?
- What is an advantage of graph neural networks?