Schedule#
Week 1#
Time |
Monday |
Tuesday |
Wednesday |
Thursday |
Friday |
|---|---|---|---|---|---|
9:30am-11:00am |
Introduction to AID2E and this boot camp |
Optimization theory |
Evolutionary Theory |
Bayesian Regression |
Introduction to eic (ePIC software stack) — eic-shell |
11:00am-12:00pm |
Introduction to git |
Multi Objective optimization |
Optimization using EA |
Bayesian Optimization |
epic detector geometry |
2:00pm-3:00pm |
Introduction to slurm and bash scripting |
Methods of MC integration |
Hands on Multi Objective Evolutionary Algorithm |
Hands on multi objective Bayesian Optimization using BoTorch and Ax |
eic-recon |
3:00pm-4:30pm |
Hands on running hyper parameter optimization of a CNN on MNIST dataset |
edm4eic data model |
|||
How to debug and find help. |
Week 2#
Time |
Monday |
Tuesday |
Wednesday |
Thursday |
Friday |
|---|---|---|---|---|---|
9:30am-11:00am |
Project Work |
Project Work |
Project Work |
Project Work |
Project Work |
11:00am-12:00pm |
Project Work |
Project Work |
Project Work |
Project Work |
Project Work |
2:00pm-3:00pm |
Project Work |
Project Work |
Project Work |
Project Work |
Project Work |
3:00pm-4:30pm |
Project Work |
Project Work |
Project Work |
Project Work |
Project Work |