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Top 3 conformal-prediction open source projects

Materials for STAT 991: Topics In Modern Statistical Learning (UPenn, 2022 Spring) - uncertainty quantification, conformal prediction, calibration, etc

✭ 74

machine-learning deep-learning prediction calibration uncertainty-quantification conformal-prediction tolerance-intervals

awesome-conformal-prediction

A professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD and MSc theses, articles and open-source libraries.

✭ 998

machine-learning awesome probability uncertainty datascience probability-distribution awesome-list machinelearning deeplearning probability-distributions uncertainty-quantification uncertainty-estimation conformal-prediction

cqr

Conformalized Quantile Regression

✭ 152

Jupyter Notebook python r deep-learning random-forest prediction pytorch fairness quantile-regression conformal-prediction random-forest-regression prediction-intervals algorithmic-fairness conformal-methods

1-3 of 3 conformal-prediction projects