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incerto

User Guide

API Reference

Calibration
Out-of-Distribution Detection
Conformal Prediction
Selective Prediction
LLM Uncertainty
Bayesian Deep Learning
Active Learning
- incerto.active.UncertaintySampling
- incerto.active.DiversitySampling
Distribution Shift Detection
- incerto.shift.wasserstein_distance
- incerto.shift.sliced_wasserstein_distance
Data Utilities
- incerto.data.get_ood_benchmark
- incerto.data.OODBenchmark
Utilities

Development

Changelog

Changelog#

Initial release. See full changelog at: steverab/incerto

Contents

By Stephan Rabanser

incerto - Uncertainty Quantification for Machine Learning
Latin: uncertain, doubtful, unsure