aangelopoulos/conformal-prediction

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Conformal Prediction rigorous uncertainty quantification for any machine learning task This repository is the easiest way to start using conformal prediction (a.k.a. conformal inference) on real data. Each of the notebooks applies conformal prediction to a real prediction problem with a state-of-the-art machine learning model. No need to download the model or data in order to run conformal Raw model outputs for several large-scale real-world datasets and a small amount...