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Grant Task 2a: Parameter fitting in the Web Lab #4

Open jonc125 opened 7 years ago

jonc125 commented 7 years ago

The tools that we are already building for fitting distributions of model parameters from experimental data (described above) will be incorporated into the Web Lab, and a user interface for fitting models to uploaded data sets will be developed. A language we are creating for describing the parameter fitting process will be finalised and used to record parameter fitting for the case studies.

MichaelClerx commented 7 years ago

See: https://github.com/martinjrobins/pints and Aidan's dphil work

mirams commented 7 years ago

Yep - we should think a bit about how `pints' relates to the Web Lab fitting description. I'm envisaging it being somewhere that we easily try out different approaches, but can perhaps easily export a Web Lab compatible fitting description (We need a name for this by the way - Models, Protocols, ???. It wants to encapsulate model validation and selection aspects, so probably not just 'Fits', unless those are separate concepts...).