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Making this as a draft PR just as a way to share and explain code...I'm not sure we'd ever want to actually merge this branch in, at least not in its current form.
There are three scripts here:
create_simple_homog_pop.R
, which is a very simple script I created because I ran into an issue gettingcreate_synthetic_population.R
to run (and this simpler approach makes the output from Ixa simpler)run_ixa_repeatedly.R
, which is a little script that calls the Ixa model from R and compiles the results into a single .csv filemake_ode_and_compare.R
, which is the actually interesting script that runs ODE models and plots results; it includes a function that tries to simulate what we expect duration of infectiousness should be from the Ixa modelHere are what the resulting plots look like: