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Experiment. Attempt a model that is trained to produce means/variance across all elements #61

Closed benwulfe closed 1 year ago

benwulfe commented 1 year ago

If elements have some amount of covariance, it may be useful to train a single model to produce all means and variances. This may help us in situations where we have ground truth for some elements, but not others - possibly giving us a better means/variance for elements especially in cases of limited data.

benwulfe commented 1 year ago

probably not viable because you need 6 points for each sample in the training set (mean/var for each element) Let's leave open with the scope of looking at what input data is available for training to make this viable.

Sprint 5

jmogarrio commented 1 year ago

Ruben is concerned that this might not be feasible but will check at the Friday work session.