uncertainty-analysis
There are 31 repositories under uncertainty-analysis topic.
gempy-project/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.
ENSTA-U2IS-AI/awesome-uncertainty-deeplearning
This repository contains a collection of surveys, datasets, papers, and codes, for predictive uncertainty estimation in deep learning models.
pypest/pyemu
python modules for model-independent uncertainty analyses, data-worth analyses, and interfacing with PEST(++)
scottshambaugh/monaco
Quantify uncertainty and sensitivities in your computer models with an industry-grade Monte Carlo library.
JuliaControl/RobustAndOptimalControl.jl
Robust and optimal design and analysis of linear control systems
nrc-cnrc/MetroloPy
Tools for uncertainty propagation and measurement unit conversion — Outils pour la propagation des incertitudes et la conversion d'unités de mesure
SticsRPacks/CroptimizR
Estimate Crop Models' parameters
frankl1/ustc
Uncertain Shapelet Transform Classification, a shapelet method for uncertain time series classification
vars-tool/vars-tool
VARS-TOOL sensitivity analysis package in Python
antonbaumann/MIMO-Unet
PyTorch implementation of Probabilistic MIMO U-Net
DataResponsibly/Virny
An in-depth performance profiling library for machine learning models
lhalloran/COMPEST
An interface connecting COMSOL Multiphysics and PEST to solve inverse modelling problems using forward finite element models (paper here: http://doi.org/10.1016/j.cageo.2019.02.001)
ksawicka/spup
R package: spup - Spatial Uncertainty Propagation Analysis
djene-mengistu/UAPS
This repo contains implementation of uncertainty estimation, rectification, and minimization for guiding the pseudo-label learning in semi-supervised defect segmentation setting.
JBris/model-calibration-evaluation
Evaluating model calibration methods for sensitivity analysis, uncertainty analysis, optimisation, and Bayesian inference
blueOceanSustainableSolutions/pyTST
Python library and command line tool performing the Transient Scanning Technique by Brouwer et al.
maxbiostat/R0_uncertainty
Some remarks on prior modelling for the basic reproductive number in the Susceptible-Infected-Recovered (SIR) epidemic model
martukas/uncertain
Uncertainty propagation in C++
fgullo/jcludata
Clustering algorithms for uncertain data
adsmer2/REEPS
Recovery of rare Earth Elements from Phosphogypsum System
COST-FP1304-PROFOUND/ProfoundProducts
An overview about PROFOUND code, data, protocols and algorithms for interfacing, calibrating and comparing forest models
zeinebchelly/Sp-RST
Distributed Rough Set Theory for Feature Selection
DelTA-Lab-IITK/PDUN
Probabilistic framework for solving Visual Dialog
TillF/MMEMO
Scripts and data used in a study to assess the impact of various model enhancements on the performance of a hydro-sedimentological model.
bradleymconrad/OCECgo
A MatLab tool for calibration and uncertainty analysis of the Sunset Model 4 Instrument
pyHealth/Uncertainty-Quantification_Monte-Carlo_SIM
Uncertainty Quantification in python using Monte-Carlo simulation
tupui/HDR-Boxplot
Functional highest density region boxplot
douglasdavis/aou
Analysis of uncertainty notes
nmlemus/suq2
Simulation Uncertainty Quantification Querying
ShashwatNigam99/MR-assign-4-Extended_Kalman_Filter
Extended Kalman Filter : To estimate the 2D pose of the robot throughout its traversal using these sensor measurements by applying an Extended Kalman filter.