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SALib
salib

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

590K 987 261
janosh
pymatviz

A toolkit for visualizations in materials informatics.

43K 313 38
seitabv
timely-beliefs

Model data as beliefs (at a certain time) about events (at a certain time).

17K 42 7
uncertainty-toolbox
uncertainty-toolbox

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

17K 2K 146
BioSTEAMDevelopmentGroup
biorefineries

BioSTEAM's Premier Repository for Biorefinery Models and Results

6K 49 26
gutow
round-using-error

Opinionated pretty output of values and their errors rounded based on error.

4K 0 0
jonnymaserati
welleng

A collection of Wells/Drilling Engineering tools, focused on well trajectory planning for the time being.

3K 141 43
torch-uncertainty
torch-uncertainty

Open-source framework for uncertainty and deep learning models in PyTorch 🌱

2K 497 41
jjbrophy47
ibug

Instance-based uncertainty estimation for gradient-boosted regression trees

2K 34 4
RUrlus
mmu

Python package for Model Metric Uncertainty estimation

2K 17 0
AndrosovAS
intvalpy

IntvalPy -- a Python interval computation library

2K 14 4
CitrineInformatics
lolopy

A random forest

2K 48 12
socialfoundations
folktexts

Use LLMs to get classification risk scores on tabular tasks.

1K 25 5
nrc-cnrc
metrolopy

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

1K 38 8
saattrupdan
doubt

Bringing back uncertainty to machine learning.

827 55 3
vita-epfl
monoloco

A 3D vision library from 2D keypoints

755 459 84
atenearesearchgroup
uncertainty-datatypes

Uncertainty Datatypes Python Library

704 5 1
luca-fiorito-11
sandy

Sampling nuclear data and uncertainty

688 58 35
testingautomated-usi
uncertainty-wizard

Uncertainty-Wizard is a plugin on top of tensorflow.keras, allowing to easily and efficiently create uncertainty-aware deep neural networks. Also useful if you want to train multiple small models in parallel.

671 44 6
sandialabs
suncal

Sandia PSL Uncertainty Calculator

659 21 8
Kukuster
ci-methods-analyser

Analyse efficacy of your own confidence interval (CI) methods

563 0 0
davidnabergoj
bootplot

Bootplot is a package for black-box uncertainty visualization.

528 6 0
dh-tech
undate

A Python library for working with fuzzy, partial, or otherwise uncertain dates

526 22 3
Saptak625
pymeasurement

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

411 2 0
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