porterjenkins / deep_uncertainty

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Added code to produce plot of calibration curve, calibration score code stub #2

Closed spencermyoung513 closed 1 year ago

spencermyoung513 commented 1 year ago

This MR was mostly for me to check my understanding of how calibration curves get drawn for regression models, but I figured it would be useful to have a function in the repo for future experiments. I'd love a check to make sure I'm understanding/creating these correctly

porterjenkins commented 1 year ago

Yeah this is exactly right for Gaussian data. You should be able to generalize this to any probability distribution over the output.