conformal-inference

There are 1 repository under conformal-inference topic.

aangelopoulos / conformal-prediction
Lightweight, useful implementation of conformal prediction on real data.
computer-vision conformal conformal-inference conformal-prediction distribution-shift natural-language-processing time-series time-series-prediction uncertainty uncertainty-estimation uncertainty-quantification
Language:Jupyter Notebook 695
deel-ai / puncc
👋 Puncc is a python library for predictive uncertainty quantification using conformal prediction.
conformal-prediction uncertainty-estimation uncertainty-quantification conformal-inference conformal-regressors
Language:Python 252
matthewyccheung / conformal-metric
Implementation for our paper "Metric-guided Image Reconstruction Bounds via Conformal Prediction".
conformal-inference conformal-prediction data-science machine-learning medical-image-analysis medical-imaging probability python uncertainty uncertainty-estimation uncertainty-quantification
Language:Python 2
OliverHennhoefer / unquad
🚩 Uncertainty-Quantified (Conformal) Anomaly Detection for PyOD.
conformal-anomaly-detection conformal-inference conformal-prediction false-discovery-rate multiple-testing uncertainty-quantification p-values
Language:Python 2
OliverHennhoefer / cross-conformal-anomaly-detection
Reproducible experiments conducted in the paper 'Uncertainty Quantification in Anomaly Detection with Cross-Conformal p-Values'.
anomaly-detection conformal-inference conformal-prediction conformal-anomaly-detection benjamini-hochberg false-discovery-rate uncertainty-estimation uncertainty-quantification cross-conformal
Language:Python 1