uncertainty-quantification
Tracked open-source repos tagged uncertainty-quantification, sorted by stars.
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Topics that frequently appear alongside uncertainty-quantification on the same repo.
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Repos created in the last 90 days, tagged uncertainty-quantification.
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- #1
Uncertainty Toolbox: a Python toolbox for predictive uncertainty quantification, calibration, metrics, and visualization
★ 2,013+1Star change over the last 7 days - #2
A professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD and MSc theses, articles and open-source libraries.
★ 1,297+5Star change over the last 7 days - #3
[JMLR 2026] "UQLM: A Python Package for Uncertainty Quantification in Large Language Models"
★ 1,194+2Star change over the last 7 days - #4
Lightweight, useful implementation of conformal prediction on real data.
★ 1,082+1Star change over the last 7 days - #5
Sensitivity Analysis Library in Python. Contains Sobol, Morris, FAST, and other methods.
★ 1,006+0Star change over the last 7 days - #6
Awesome-LLM-Robustness: a curated list of Uncertainty, Reliability and Robustness in Large Language Models
★ 835+2Star change over the last 7 days - #7
This repository contains a collection of surveys, datasets, papers, and codes, for predictive uncertainty estimation in deep learning models.
★ 826+0Star change over the last 7 days - #8
A Python-based toolbox of various methods in decision making, uncertainty quantification and statistical emulation: multi-fidelity, experimental design, Bayesian optimisation, Bayesian quadrature, etc.
★ 673+1Star change over the last 7 days - #9★ 582+3Star change over the last 7 days
- #10
Open-source framework for uncertainty and deep learning models in PyTorch 🌱
★ 527+0Star change over the last 7 days
