Current NNs and GNNs as well as the data generation methodology were inconsistent and had some issues e.g. same parameters for all age groups.
We need to re-do all experiments with diligence and improve the issues.
Enhancement description
[ ] Generate new data without age groups (83 Mio)
[ ] Generate new data with age groups (83 Mio, 6 age agroups, age specific parameters
[ ] Generate "realistic" distibution of individuals meaning that the random percentages drawn are based on the number of Infected individuals
[ ] Plot the input data
[ ] Grid Search with cross validtaion for model withput age groups
[ ] Grid Search with cross validation for model with age groups
[ ] plot both grid search results
Additional context
No response
Checklist
[X] Attached labels, especially loc:: or model:: labels.
Motivation / Current Behaviour
Current NNs and GNNs as well as the data generation methodology were inconsistent and had some issues e.g. same parameters for all age groups. We need to re-do all experiments with diligence and improve the issues.
Enhancement description
Additional context
No response
Checklist