conformal-prediction topic

A Library for Uncertainty Quantification.

awslabs

Python package for conformal prediction

henrikbostrom

Conformal Histogram Regression: efficient conformity scores for non-parametric regression problems

msesia

Unofficial implementation of Conformal Language Modeling by Quach et al

Bradley-Butcher

Uncertainty Quantification over Graph with Conformalized Graph Neural Networks (NeurIPS 2023)

snap-stanford

Lightning-UQ-Box: Uncertainty Quantification for Neural Networks with PyTorch and Lightning

lightning-uq-box

Conditional calibration of conformal p-values for outlier detection.

msesia

Official code for: Conformal prediction interval for dynamic time-series (conference, ICML 21 Long Presentation) AND Conformal prediction for time-series (journal, IEEE TPAMI)

hamrel-cxu

Conformal prediction for time-series applications.

aangelopoulos

Conformal Time Series Forecasting Using State of Art Machine Learning Algorithms

Akai01