A3D3 Postbac Kaggle Club Weekly Meeting #3

Wednesday 22 Feb 2023, 13:30 → 14:30 US/Pacific

Abigail Gray, Andrew Skivington (University of California-San Diego, Duarte Lab), Haoyang "Billy" Li, Lauren Peterson (University of Washington), Van Tha Bik Lian

This is a postbacc run and organized club focused on cultivating scientific collaboration amongst all the A3D3 postbacc research fellows. 

The club/team focuses on and competes in select Kaggle ML competitions often related to current physics research! 

We are currently competing in the IceCube neutrino reconstruction competition. 

gnn_resources GraphNet, DynEdge Example Kaggle Notebook IntroductionToGNNs_DynEdge.pdf

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13:30 → 13:40 News and Updates

Speaker: Andrew Skivington (University of California-San Diego, Duarte Lab)

13:40 → 14:00 GNN Primer

Review basics of GNNs and the GNN architecture (dynEdge) implemented using GraphNet for neutrino reconstruction.

IntroductionToGNNs_DynEdge.pdf

14:00 → 14:30 GraphNet and IceTray

Get used to using graphnet and icetray in kaggle notebooks