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[Feature request]: gempyor simulate / inference refactoring to enable fitting initial conditions #435

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pearsonca opened this issue Jan 3, 2025 · 0 comments
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enhancement Request for improvement or addition of new feature(s). gempyor Concerns the Python core. high priority High priority. inference Concerns the parameter inference framework.

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@pearsonca
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enhancement, gempyor, inference

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high priority

Is your feature request related to a problem? Please describe.

Gempyor does not support inference of certain parameters, most notably initial conditions.

The approach to parameters needs to be more generalized, so that initial conditions aren't treated as a special (non-inferrable) kind of parameter.

Is your feature request related to a new application, scenario round, pathogen? Please describe.

No response

Describe the solution you'd like

Modify approach to simulation such that it looks like output = model.run(parameters, times) or similar.

@pearsonca pearsonca changed the title [Feature request]: gempyor simulate / inference refactoring [Feature request]: gempyor simulate / inference refactoring to enable fitting initial conditions Jan 3, 2025
@TimothyWillard TimothyWillard added enhancement Request for improvement or addition of new feature(s). gempyor Concerns the Python core. high priority High priority. inference Concerns the parameter inference framework. labels Jan 13, 2025
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Labels
enhancement Request for improvement or addition of new feature(s). gempyor Concerns the Python core. high priority High priority. inference Concerns the parameter inference framework.
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