dacelib/dace

Differential Algebra Computational Toolbox

Language: C++ - Size: 4.39 MB - Last synced: about 3 hours ago - Pushed: about 4 hours ago - Stars: 31 - Forks: 14

SURGroup/UQpy

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

Language: Python - Size: 105 MB - Last synced: about 11 hours ago - Pushed: about 16 hours ago - Stars: 256 - Forks: 74

pygpc-polynomial-chaos/pygpc

A Sensitivity and uncertainty analysis toolbox for Python based on the generalized polynomial chaos method

Language: Jupyter Notebook - Size: 731 MB - Last synced: 5 days ago - Pushed: 5 days ago - Stars: 69 - Forks: 21

JuliaPhysics/Measurements.jl

Error propagation calculator and library for physical measurements. It supports real and complex numbers with uncertainty, arbitrary precision calculations, operations with arrays, and numerical integration.

Language: Julia - Size: 20.8 MB - Last synced: 10 days ago - Pushed: 10 days ago - Stars: 474 - Forks: 36

sandialabs/UQTk

Sandia Uncertainty Quantification Toolkit

Language: Fortran - Size: 48.1 MB - Last synced: 13 days ago - Pushed: about 1 month ago - Stars: 68 - Forks: 25

judelgadoc/errorgerm

Propagation of uncertainty calculator. It can export and import a session for later usage.

Size: 1.08 MB - Last synced: 13 days ago - Pushed: 14 days ago - Stars: 0 - Forks: 0

Space-Systems/neptune

NPI Ephemeris Propagation Tool with Uncertainty Extrapolation

Language: Fortran - Size: 73.8 MB - Last synced: 14 days ago - Pushed: 14 days ago - Stars: 20 - Forks: 10

nrc-cnrc/MetroloPy

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

Language: Python - Size: 9.8 MB - Last synced: about 8 hours ago - Pushed: almost 2 years ago - Stars: 31 - Forks: 6

Martin-Lacroix/ChaosKIT

Arbitrary Polynomial Chaos Toolkit

Language: Python - Size: 23.4 KB - Last synced: 18 days ago - Pushed: 19 days ago - Stars: 2 - Forks: 0

chakravala/MeasureSystems.jl

Measurements.jl compatibility layer for UnitSystems.jl

Language: Julia - Size: 56.6 KB - Last synced: 7 days ago - Pushed: 23 days ago - Stars: 2 - Forks: 0

JoelTrent/LikelihoodBasedProfileWiseAnalysis.jl

Julia package which implements and explores the Likelihood-based Profile Wise Analysis workflow for uncertainty quantification

Language: Julia - Size: 4.04 MB - Last synced: 27 days ago - Pushed: 27 days ago - Stars: 0 - Forks: 0

astanziola/luprox

Linear uncertainty propagation using JAX transformations

Language: Jupyter Notebook - Size: 916 KB - Last synced: 29 days ago - Pushed: over 2 years ago - Stars: 4 - Forks: 0

marcromani/cascade

Lightweight automatic differentiation and error propagation library

Language: C++ - Size: 3.26 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0

luca-fiorito-11/sandy

Sampling nuclear data and uncertainty

Language: Python - Size: 105 MB - Last synced: 20 days ago - Pushed: about 2 months ago - Stars: 42 - Forks: 24

r-quantities/quantities

Quantity Calculus for R Vectors

Language: R - Size: 2.12 MB - Last synced: 9 days ago - Pushed: 5 months ago - Stars: 26 - Forks: 2

andresmegias/richvalues

Python library for dealing with uncertainties and upper/lower limits

Language: Python - Size: 12 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 5 - Forks: 0

JokerJohn/PALoc

[TMECH'2024] Official codes of the paper. PALoc: Advancing SLAM Benchmarking with Prior-Assisted 6-DoF Trajectory Generation and Uncertainty Estimation

Size: 4.74 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 90 - Forks: 1

baggepinnen/MonteCarloMeasurements.jl

Propagation of distributions by Monte-Carlo sampling: Real number types with uncertainty represented by samples.

Language: Julia - Size: 4.32 MB - Last synced: 29 days ago - Pushed: 4 months ago - Stars: 255 - Forks: 14

zhangganlin/GlobalSfMpy

[CVPR 2023] "Revisiting Rotation Averaging: Uncertainties and Robust Losses" by Ganlin Zhang, Viktor Larsson and Daniel Barath

Language: C++ - Size: 36 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 108 - Forks: 8

OpenSourceEconomics/econsa 📦

Uncertainty propagation and global sensitivity analysis for computational economic models

Language: Python - Size: 8.58 MB - Last synced: about 1 month ago - Pushed: about 2 years ago - Stars: 3 - Forks: 6

ecological-systems-design/akula

Global sensitivity analysis with correlated uncertainties

Language: Python - Size: 5.23 MB - Last synced: 10 days ago - Pushed: about 1 month ago - Stars: 3 - Forks: 2

signaloid/Signaloid-Demo-Robotics-SLAM1D

Simple implementation of one-dimensional simultaneous localisation and mapping.

Language: C++ - Size: 1.7 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 1

rwesson/NEAT

Empirical analysis of ionised nebulae, with uncertainty propagation

Language: Fortran - Size: 19.8 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 9 - Forks: 5

affanadly/Ellipse-Fit-Uncertainty

Ellipse fitting with parameter uncertainties, meant for bowshock maser fitting.

Language: Jupyter Notebook - Size: 167 KB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 0 - Forks: 0

ksawicka/spup

R package: spup - Spatial Uncertainty Propagation Analysis

Language: HTML - Size: 73.1 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 9 - Forks: 7

SciML/PolyChaos.jl

A Julia package to construct orthogonal polynomials, their quadrature rules, and use it with polynomial chaos expansions.

Language: Julia - Size: 4.1 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 112 - Forks: 27

cgobat/asymmetric_uncertainty

A package for handling numeric quantities with asymmetric uncertainties.

Language: Jupyter Notebook - Size: 201 KB - Last synced: 3 months ago - Pushed: 4 months ago - Stars: 16 - Forks: 3

nmlemus/suq2

Simulation Uncertainty Quantification Querying

Language: R - Size: 116 KB - Last synced: 5 months ago - Pushed: almost 6 years ago - Stars: 0 - Forks: 0

nmlemus/PhdThesis

Language: PostScript - Size: 181 MB - Last synced: 5 months ago - Pushed: almost 6 years ago - Stars: 0 - Forks: 0

hageldave/uamds

Uncertainty-Aware Multidimensional Scaling (Reference Implementation)

Language: Java - Size: 354 KB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 9 - Forks: 0

bhanson10/GBEES

The "GBEES" repsository containes the codebase accompying the paper "State Estimation of Chaotic Trajectories: A Higher-Dimensional, Grid-Based, Bayesian Approach to Uncertainty Propagation" presented at the January 2024 AIAA/AAS Space Flight Mechanics Meeting.

Language: C++ - Size: 555 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0

signaloid/Signaloid-Demo-Sensors-BME680ConversionRoutines

Example Git repository that you can run on the signaloid.io uncertainty-tracking computation platform.

Language: C - Size: 39.1 KB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 3 - Forks: 6

akiss-xyz/certainpy

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

Language: Python - Size: 146 KB - Last synced: 7 months ago - Pushed: over 4 years ago - Stars: 0 - Forks: 0

chi0tzp/uacnn

Uncertainty-Aware CNN - Uncertainty propagation in CNN

Language: Python - Size: 601 KB - Last synced: 7 months ago - Pushed: over 3 years ago - Stars: 6 - Forks: 1

YanickT/Pyrror

Package for uncertainty analysis in Python.

Language: Python - Size: 469 KB - Last synced: 8 months ago - Pushed: over 2 years ago - Stars: 0 - Forks: 1

aditya-marathe/LabPy

This package is used in Physics labs.

Language: Python - Size: 36.1 KB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 0 - Forks: 0

signaloid/Signaloid-Demo-NavalEngineering-WaveSpectrumEstimation

Example application to estimate wave energy spectrum from accelerometer measurements taken on board a vessel.

Language: C - Size: 695 KB - Last synced: 4 months ago - Pushed: 11 months ago - Stars: 2 - Forks: 0

signaloid/Signaloid-Demo-Robotics-AStarSearch

Implementation of the A* search algorithm with uncertainty tracking.

Language: C - Size: 305 KB - Last synced: 4 months ago - Pushed: 11 months ago - Stars: 1 - Forks: 4

geokosto/Uncertainty-Propagation

Uncertainty or Standard Error of Mean propagation using Delta and Monte Carlo methods

Language: Jupyter Notebook - Size: 529 KB - Last synced: 9 months ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0

signaloid/Signaloid-Demo-Robotics-DeadReckoning1D

Simple dead reckoning example in one dimension

Language: C - Size: 1.32 MB - Last synced: 4 months ago - Pushed: 11 months ago - Stars: 1 - Forks: 0

ks905383/iv_impacts

Replication code and data links for Schwarzwald and Lenssen, 2022, The importance of internal climate variability in climate impact projections

Language: Jupyter Notebook - Size: 3.01 MB - Last synced: 10 months ago - Pushed: 10 months ago - Stars: 8 - Forks: 2

mrhheffernan/Python-Scripts

Python example scripts and useful functions

Language: Python - Size: 9.77 KB - Last synced: 12 months ago - Pushed: almost 5 years ago - Stars: 0 - Forks: 0

baggepinnen/Turing2MonteCarloMeasurements.jl

Interface between Turing.jl and MonteCarloMeasurements.jl

Language: Julia - Size: 30.3 KB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 5 - Forks: 0

martukas/uncertain

Uncertainty propagation in C++

Language: C++ - Size: 242 KB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 4 - Forks: 0

JBris/m4_competition_data

Data for the fourth Makridakis Competition

Size: 74.7 MB - Last synced: 4 months ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0

GuillevicMyriam/inventory_uncertainty_UNFCCC_CLRTAP

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.

Language: Python - Size: 1.72 MB - Last synced: 4 months ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

Saptak625/pymeasurement

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

Language: Python - Size: 140 KB - Last synced: 19 days ago - Pushed: 5 months ago - Stars: 2 - Forks: 0

Gattocrucco/uncertainties-cpp

C++ header library for first- and second-order uncertainty propagation

Language: C++ - Size: 278 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 5 - Forks: 0

signaloid/Signaloid-Demo-Robotics-EncoderDeadReckoning2D

2D encoder-based dead-reckoning state estimation for a two-wheeled robot.

Language: C++ - Size: 8.79 KB - Last synced: 4 months ago - Pushed: 11 months ago - Stars: 1 - Forks: 10

breandan/markovian 📦

🎲 A Kotlin DSL for probabilistic programming.

Language: Java - Size: 4.7 MB - Last synced: about 1 year ago - Pushed: about 2 years ago - Stars: 12 - Forks: 2

BjoernLudwigPTB/pytorch_gum_uncertainty_propagation

This code base is intended to serve as a starting point for interested researchers or practitioners to extend or apply the uncertainty propagation portion of the author's Master's thesis " GUM-compliant neural-network robustness verification".

Language: Jupyter Notebook - Size: 1.5 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

AnderGray/MomentArithmetic.jl

Rigorous moment propagation with partial information about moments and dependencies in Julia

Language: Julia - Size: 53.7 KB - Last synced: 18 days ago - Pushed: about 2 years ago - Stars: 12 - Forks: 0

UP-RS-ESP/TopoMetricUncertainty

Uncertainties in topographic metrics due to truncation errors and elevation uncertainty

Language: Python - Size: 43.1 MB - Last synced: 5 months ago - Pushed: over 4 years ago - Stars: 6 - Forks: 1

pabristow/quan

Uncertain classes

Language: C++ - Size: 5.1 MB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 1 - Forks: 2

arpanisi/UQ_Dynamics

Uncertainty Quantification in Large Dynamical Systems

Language: Python - Size: 2.38 MB - Last synced: about 1 year ago - Pushed: about 4 years ago - Stars: 1 - Forks: 1

wccarleton/chronup

This repository contains an R package called 'chronup'. It contains tools for chronological uncertainty propagation.

Language: R - Size: 1.1 MB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 3 - Forks: 0

andcorduri/GBD_MUnCH

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

Language: Python - Size: 198 KB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 0 - Forks: 0

maranasgroup/uncFBA

Language: Jupyter Notebook - Size: 5.18 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 1 - Forks: 0

samirelanduk/fuzz

A lightweight Python utility providing values with associated uncertainty

Language: Python - Size: 26.4 KB - Last synced: 15 days ago - Pushed: over 3 years ago - Stars: 1 - Forks: 0

panos108/Gaussian-Process-Scenario-Propagation-with-GPy

Language: Python - Size: 13.7 KB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 2 - Forks: 1

kirienko/unseries

Allows to deal with power series which coefficients contain uncertainties

Language: Python - Size: 26.4 KB - Last synced: 6 days ago - Pushed: about 6 years ago - Stars: 1 - Forks: 0

siarez/uncertain_backprop

Experiments with incorporating uncertainty information in back prop. algorithm

Language: Python - Size: 12.7 KB - Last synced: about 1 year ago - Pushed: over 6 years ago - Stars: 2 - Forks: 0

ppernot/rgumlib

Set of R functions designed to perform and report uncertainty propagation

Language: R - Size: 505 KB - Last synced: about 1 year ago - Pushed: over 5 years ago - Stars: 2 - Forks: 0