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Sample/simulate from a EpiProblem component #323

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seabbs opened this issue Jul 2, 2024 · 3 comments
Open

Sample/simulate from a EpiProblem component #323

seabbs opened this issue Jul 2, 2024 · 3 comments
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enhancement New feature or request EpiAware

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@seabbs
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seabbs commented Jul 2, 2024

At the moment we show how to construct EpiProblems from individual submodels and we show how these can be simulated from/sampled individually. Do we want to think about functionality so that you can do this directly on a EpiProblem object and potentially on parts of the EpiProblem composed model?

This is a bit of a late night issue so will circle back with more thoughts soon.

@seabbs seabbs added enhancement New feature or request EpiAware labels Jul 2, 2024
@SamuelBrand1
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The DirectSample EpiMethod does this? What would you like to add?

@seabbs
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seabbs commented Jul 3, 2024

It allows you to sample from the whole object. I am talking about just sampling from say the infection or observation model. I think it would just be a EpiProblem method for generate_infections and generate_observations?

@SamuelBrand1
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Right, I misunderstood. A method that does this would be v straightforward.

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