uncertainty-quantification topic

Uncertainty Quantification in Julia

FriesischScott

🥄✨Time-series Benchmark methods that are Simple and Probabilistic

alexhallam

Uncertainty Toolbox: a Python toolbox for predictive uncertainty quantification, calibration, metrics, and visualization

uncertainty-toolbox

Sensitivity Analysis Library in Python. Contains Sobol, Morris, FAST, and other methods.

SALib

A Python-based toolbox of various methods in decision making, uncertainty quantification and statistical emulation: multi-fidelity, experimental design, Bayesian optimisation, Bayesian quadrature, etc...

EmuKit

Chaospy - Toolbox for performing uncertainty quantification.

jonathf

Uncertainpy: a Python toolbox for uncertainty quantification and sensitivity analysis, tailored towards computational neuroscience.

simetenn

Official pytorch implementation of the paper "Bayesian Meta-Learning for the Few-Shot Setting via Deep Kernels" (NeurIPS 2020)

BayesWatch

A professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD and MSc theses, articles and open-source libraries.

valeman

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

SURGroup