Add changes to initial conditions to draw functions #95
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Describe your fixes/additions/changes
Previously
draw_functions
could only be used to update model parameters between consecutive runs, they always needed to haveparameters
as the first argument,I've extended
draw_functions
to be able to alter the initial condition between consecutive runs,You must now always provide
parameters
andinitial_states
to the draw function as mandatory arguments. For initial states, the size of the states is checked.The goal of this change is to build towards the ability to optimise
draw_function_kwargs
using pySODMs optimization module. This could be interesting to calibrate the initial condition of epidemic models.