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Materials for STAT 991: Topics In Modern Statistical Learning (UPenn, 2022 Spring) - uncertainty quantification, conformal prediction, calibration, etc
Example on task completion times stressing the importance of distribution-free intervals, as well as .py file containing code to calculate such intervals.