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API for creating petab problems from scratch #220

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dweindl opened this issue Jul 25, 2023 · 0 comments

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dweindl commented Jul 25, 2023 •

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It would be nice to have some high-level API to create PEtab problems from scratch, instead of manually assembling the dataframes.

Something like

pp = petab.Problem()
pp.add_condition("conditionId", param1=2, param2=3)
pp.add_observable("observable1", formula="x1", ...)
pp.add_measurement(observable_id="observable1", time=2.5, measurement=1.337, noise_parameters=0.1, ...)
pp.add_parameter(parameter_id="p1", estimated=False, nominal_value=42)

Ideally also some API for dropping conditions / observables / measurements and potentially for modifying conditions / observables / measurements.

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