Confidence Estimation Python Packages

uqlm

UQLM: Uncertainty Quantification for Language Models, is a Python package for UQ-based LLM hallucination detection

pytorch-ood

👽 Out-of-Distribution Detection with PyTorch

cake-ensemble

Confidence in Assignments via K-partition Ensembles

duvida

🧐 Calculating exact and approximate confidence and information metrics for deep learning on general purpose and chemistry tasks.

garrus

Python framework for high quality confidence estimation of deep neural networks, providing methods such as confidence calibration and ordinal ranking

relistats

Computation of Reliability Statistics: Reliability, Confidence, Assurance

macest

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