UQpy (Uncertainty Quantification with python) is a general purpose Python toolbox for modeling uncertainty in physical and mathematical systems.

Multi-Object Tracking with Uncertain Detections [ECCV 2024 UnCV]

Tools for uncertainty propagation and measurement unit conversion — Outils pour la propagation des incertitudes et la conversion d'unités de mesure

Python library for dealing with uncertainties and upper/lower limits

Uncertainties in topographic metrics due to truncation errors and elevation uncertainty

Global sensitivity analysis that takes into account correlations and dependencies in the LCA model during uncertainty propagation with Monte Carlo approach.

Uncertainty-Aware CNN - Uncertainty propagation in CNN

A generalised soft-clustering algorithm for propagating difficult-to-quantify effects into fuzzy clusters.

This code performs generalized Brownian dynamics (GBD) simulations of a microparticle embedded in a viscoelastic fluid and calculates and propagates statistical and other sources of error in passive microrheology

Global sensitivity analysis that takes into account correlations and dependencies in the LCA model during uncertainty propagation with Monte Carlo approach.

A short and sweet library handling uncertainty in calculations. Can use both standard, probabilistic uncertainties and maximal uncertainties for arbitrary functions over arbitrary variables.

Experiments with incorporating uncertainty information in back prop. algorithm

A Measurement Calculator with Fixed Point Precision, Uncertainties, and Units.

Allows to deal with power series which coefficients contain uncertainties

Uncertainty Quantification in Large Dynamical Systems

A lightweight Python utility providing values with associated uncertainty

Uncertainty propagation and global sensitivity analysis for computational economic models

Contains a method in Python to compute the uncertainty of an inventory (such as a pollutant inventory or a greenhouse gas inventory), based on input uncertainty for specific sub-categories of this inventory.

Uncertainty Evaluation of Soil Heavy Metal(loid) Pollution and Health Risk: A Geographic Detector with Monte Carlo Simulation