Ecosyste.ms: Repos

An open API service providing repository metadata for many open source software ecosystems.

GitHub topics: global-sensitivity-analysis

SALib/SALib

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

Language: Python - Size: 5.96 MB - Last synced: 6 days ago - Pushed: about 1 month ago - Stars: 835 - Forks: 230

usgs/pestpp

tools for scalable and non-intrusive parameter estimation, uncertainty analysis and sensitivity analysis

Language: C++ - Size: 1.08 GB - Last synced: 6 days ago - Pushed: 12 days ago - Stars: 122 - Forks: 68

vars-tool/vars-tool

VARS-TOOL sensitivity analysis package in Python

Language: Jupyter Notebook - Size: 53.2 MB - Last synced: 30 days ago - Pushed: almost 2 years ago - Stars: 21 - Forks: 5

SciML/GlobalSensitivity.jl

Robust, Fast, and Parallel Global Sensitivity Analysis (GSA) in Julia

Language: Julia - Size: 9.03 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 44 - Forks: 20

KTH-dESA/esom_gsa

snakemake workflow for performing a global sensitivity analysis of an OSeMOSYS model

Language: Jupyter Notebook - Size: 6.03 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 6 - Forks: 2

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

bazvalya/Rethinking_GSA

A source code for the paper titled "Trajectory-based Global Sensitivity Analysis in Multiscale Models".

Language: Jupyter Notebook - Size: 362 MB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 0 - Forks: 0

GMPtk/RVis

Open access PBPK modelling platform

Language: C# - Size: 2.89 MB - Last synced: 7 months ago - Pushed: 11 months ago - Stars: 4 - Forks: 0

bazvalya/GSA_using_GDMaps_PCE

A source code for the paper titled "Global Sensitivity Analysis using Polynomial Chaos Expansion on the Grassmann Manifold".

Language: Jupyter Notebook - Size: 1.29 GB - Last synced: 9 months ago - Pushed: 9 months ago - Stars: 1 - Forks: 0

MingQQQ/Identification-of-Key-Factors-on-Stability-of-Multi-outfeed-HVDC

Resources and extra documentation for the manuscript "A Global Sensitivity-based Identification of Key Factors on Stability of Power Grid with Multi-outfeed HVDC" published in IEEE Latin America Transactions.

Language: Python - Size: 900 KB - Last synced: 9 months ago - Pushed: 9 months ago - Stars: 0 - Forks: 0

americocunhajr/SoBioS

SoBioS is an easy-to-run code to compute Sobol' indices for biological systems.

Language: MATLAB - Size: 7.91 MB - Last synced: 9 months ago - Pushed: 10 months ago - Stars: 4 - Forks: 1

DamiFass/GP-GSA

Scripts to perform training of Gaussian Processes Emulators and Global Sensitivity Analysis on models or emulators output.

Language: Python - Size: 8.79 KB - Last synced: 11 months ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

cjabradshaw/WhalerSharkModel

R code and data required for whaler shark (Carcharhinus brachyurus) harvest model

Language: R - Size: 104 KB - Last synced: 5 months ago - Pushed: over 2 years ago - Stars: 1 - Forks: 1

cjabradshaw/CCcoextGSA

Global sensitivity analysis for climate/land-use change co-extinctions analysis

Language: R - Size: 1.03 MB - Last synced: 4 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

tostenzel/hypermodern-screening

Tools for efficient global sensitivity analyses for models with correlated input parameters.

Language: Python - Size: 516 KB - Last synced: about 1 month ago - Pushed: almost 4 years ago - Stars: 3 - Forks: 0

imshakib/Hosseini-Shakib_etal_2022_preprint

Performing a Sobol global sensitivity analysis on a flood risk model in Selinsgrove, PA

Language: R - Size: 92.5 MB - Last synced: 4 months ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0

jpgsantos/Subcellular_workflow

A workflow developed to tackle the challenge of building and analyzing biochemical pathway models, combining pre-existing tools and custom-made software.

Language: Component Pascal - Size: 760 MB - Last synced: 12 days ago - Pushed: 12 days ago - Stars: 2 - Forks: 0

chi-feng/airdrop-gsa

Global sensitivity analysis demo

Language: JavaScript - Size: 5.76 MB - Last synced: about 1 year ago - Pushed: about 4 years ago - Stars: 2 - Forks: 1

Related Keywords
global-sensitivity-analysis 18 sensitivity-analysis 7 uncertainty-quantification 5 morris-method 3 parameter-estimation 2 grassmann-manifold 2 gsa 2 machine-learning 2 uncertainty 2 sobol-indices 2 sobol-method 2 sustainable-fisheries 1 stock-assessment 1 whaler-shark 1 south-australia 1 boosted-regression-tree 1 shark 1 visualization 1 latin-hypercube 1 harvest 1 elasmobranch 1 demographic-model 1 chondrichthyan 1 carcharinus-brachyurus 1 gaussian-processes 1 ufrj 1 uerj 1 nonlinear-dynamics 1 dynamical-systems 1 computational-biology 1 biomathematics 1 monte-carlo 1 systems-biology 1 sbtab-format 1 sbtab 1 neuron 1 multiscale-modeling 1 matlab-simbiology 1 matlab 1 interoperability 1 risk 1 metropolis-hastings-algorithm 1 mcmc 1 lisflood 1 hazard 1 flood 1 screening 1 sampling-methods 1 virtual-earth 1 primary-extinctions 1 land-use-change 1 extinctions 1 co-extinctions 1 climate-change 1 ordinary-differential-equations 1 ode 1 julialang 1 julia-language 1 julia 1 efast 1 differential-equations 1 uncertainty-analysis 1 sensitivity 1 parallel-computing 1 optimization-tools 1 optimization 1 non-intrusive 1 ensembles 1 ensemble-methods 1 sobol 1 sensitivity-analysis-library 1 salib 1 python 1 numpy 1 morris 1 joss 1 bioinformatics 1 stability-index 1 multi-outfeed-hvdc 1 gaussian-process 1 analytic-hierarchy-process 1 polynomial-chaos-expansion 1 manifold-learning 1 agent-based-modeling 1 r 1 pbpk-modeling 1 pbpk 1 montecarlo 1 markov-chain-monte-carlo 1 sparse-polynomial-chaos-expansion 1 grassmannian-diffusion-maps 1 complex-systems-analysis 1 agent-based-models 1 uncertainty-propagation 1 econometrics 1 osemosys 1 sciml 1 scientific-machine-learning 1