uncertainties

There are 1 repository under uncertainties topic.

• cgre-aachen / gempy

  GemPy is an open-source, Python-based 3-D structural geological modeling software, which allows the implicit (i.e. automatic) creation of complex geological models from interface and orientation data. It also offers support for stochastic modeling to address parameter and model uncertainties.

  bayesiancomplex-geological-modelsgeologicalgeologygeoscienceimplicitinterpolationmodelingmonte-carlo-simulationpythontheanouncertaintiesuncertainty-analysisuq
  Language:Python 884
• uncertainties

  lmfit / uncertainties

  Transparent calculations with uncertainties on the quantities involved (aka "error propagation"); calculation of derivatives.

  uncertaintieserror-propagationdifferentiationautodiffautodifferentiation
  Language:Python 527

• 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.

  uncertainty-propagationjuliaerror-propagationphysicscomplex-numbersuncertaintiesmultiprecisionarbitrary-precisionlinear-algebranumerical-integrationphysical-quantities
  Language:Julia 472
• MonteCarloMeasurements.jl

  baggepinnen / MonteCarloMeasurements.jl

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

  monte-carlomonte-carlo-samplingnumeric-typesuncertainty-propagationuncertainty-samplingerror-propagationuncertaintiesphysical-quantitieserror-analysisrobust-optimizationprobability-distributionsparticle-filtermonte-carlo-simulationgpu-accelerationgpu-computing
  Language:Julia 255

• zlthinker / KFNet

  KFNet: Learning Temporal Camera Relocalization using Kalman Filtering (CVPR 2020 Oral)

  7sceneskalman-filteringlocalizationoptical-flowstensorflowuncertainties
  Language:Python 211

• hardianlawi / MTL-Homoscedastic-Uncertainty

  Multi Task Learning Implementation with Homoscedastic Uncertainty in Tensorflow

  neural-networktensorflowmulti-task-learningestimatoruncertaintydeep-learninguncertaintieshomoscedastichomoskedastic
  Language:Jupyter Notebook 52

• HDembinski / jacobi

  Numerical derivatives for Python

  differentiationerror-propagationuncertainties
  Language:Jupyter Notebook 41

• skesiraju / BaySMM

  Model for learning document embeddings along with their uncertainties

  variational-bayesunsupervised-learninguncertaintiesdocument-embeddings
  Language:Python 35

• nrc-cnrc / MetroloPy

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

  uncertainty-propagationuncertainty-analysisuncertainty-visualisationuncertaintiesunit-conversionunit-convertermonte-carlo-simulationerror-propagationcurve-fittinguncertaintyjupyteripythonpython3metrology
  Language:Python 30

• zahraghh / Two_Stage_SP

  This repository provides a framework to perform two-stage stochastic programming on a district energy system considering uncertainties in energy demands, solar irradiance, wind speed, and electricity emission factors.

  district-energyelectricity-emission-factorsuncertaintiestwo-stage
  Language:Python 20

• gundam-organization / gundam

  GUNDAM, for Generalized and Unified Neutrino Data Analysis Methods, is a suite of applications which aims at performing various statistical analysis with different purposes and setups.

  physicslikelihooduncertaintiesneutrinoparticle-physicsstatistical-analysis
  Language:C++ 11

• Gattocrucco / uncertainties-cpp

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

  cppcpp11error-propagationphysicsstatisticsuncertaintiesuncertainty-propagation
  Language:C++ 6

• chicolucio / kinetics_generator

  Generates chemical kinetics data.

  chemistrychemical-kineticskineticssciencepythonuncertaintiesscipy
  Language:Jupyter Notebook 5

• timueh / PandemicModeling

  Modeling pandemics subject to uncertainties

  seir-modeluncertaintieswevsvirusflattenthecurvepolynomial-chaos-expansions
  Language:Julia 5

• martukas / uncertain

  Uncertainty propagation in C++

  uncertainty-propagationuncertaintyuncertaintiesuncertainty-analysis
  Language:C++ 4

• shm-unesp / ADELE

  ADELE is a dataset of vibration in a beam that exhibits nonlinear behavior even in the healthy condition, and it is exposed to a type of damage that causes the structure to display a nonlinear behavior with a different nature than the initial one. This experiment was conducted by the SHM lab at the University of California San Diego with collaboration at SHM Lab UNESP/Ilha Solteira.

  shmuncertaintiesnonlinear-systemdamage-detectionnonlinear-damagenonlinear-identification
  4

• DrGrafil / NISTConst

  Constants library for physics and chemistry Based off of NIST and CODATA

  nistcodatauncertaintiesphysicssymbolschemistryconstantsnuclearcppheaderassociated-uncertaintiesphysics-librarycomputational-physics
  Language:C++ 3

• phisgroup / labfis.py

  Python package for uncertainty calculations and error propagation.

  uncertaintiesuncertainty-calculationspythonphysicsexperimental-physicsifscerror-propagation
  Language:Python 3
• adaptive-model-predicitive-control-matlab

  AdamWonia / adaptive-model-predicitive-control-matlab

  Adaptive Model Predicitive Control - Matlab

  adaptive-controlcontrol-systemsestimation-algorithmgradient-descent-algorithmmatlabmodel-predictive-controlmodelingsimulinkuncertainties
  Language:MATLAB 2

• chakravala / MeasureSystems.jl

  Measurements.jl compatibility layer for UnitSystems.jl

  error-propagationjuliaphysical-quantitiesphysicsuncertaintiesuncertainty-propagationcodataconstantsnistsi-unitsunit-conversionunit-conversionsunit-converterunit-systemunitfulunitsunits-of-measureunits-of-measurement
  Language:Julia 2

• Gattocrucco / lab

  Python module with utilities for undergraduate physics lab

  curve-fittinglatex-tablemultimeterpythonuncertainties
  Language:Python 2

• e-dub / pyUngewiss

  Python librarY for UNcertainty analysis in liGhtwEight desiGn with IntervalS and fuzzy numberS

  bounded-uncertaintyfuzzyfuzzy-numbersintervalinterval-arithmeticintervalslightweight-engineering-designpossibilisticpythonpython3uncertaintiesuncertaintyuncertainty-quantification
  Language:Python 1

• kirienko / unseries

  Allows to deal with power series which coefficients contain uncertainties

  pythonuncertainty-propagationuncertaintiestaylor-series
  Language:Python 1

• thomaslin2020 / uncertainty

  A web-based calculator for calculating error propagation https://thomaslin2020.github.io/uncertainty

  mathchemistryphysicsuncertaintiescalculationsgraphing
  Language:Python 1

• arn4 / LabTools

  Package with useful scripts for Physics Laboratory Courses

  python3numpyscipyuncertainties
  Language:Python 0

• joshkraan / linear-regression-uncertainties

  A program for producing linear regressions of graphs with uncertainties in R.

  linear-regressionuncertaintiesshinygraphrvisualization
  Language:R 0

• mtlam / astrouncertainties

  A wrapper to combine the uncertainties package with astropy units

  astropyuncertainties
  Language:Python 0

• YanickT / Pyrror

  Package for uncertainty analysis in Python.

  experimentphysicspythonuncertaintiesuncertainty-propagation
  Language:Python 0