SciML/GlobalSensitivity.jl

View on GitHub

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

Stars: 66
Forks: 27
Open beginner issues: 0
Indexed issues: 30
Avg merge: 3h 50m
Merged PRs (30d): 10

Dominant language: Julia
License: MIT
Last GitHub push: Sep 16, 2026
Latest indexed: Sep 19, 2026
Contributing guide: Contributing guide
Code of conduct: Code of conduct
Beginner labels: No beginner labels indexed

Beginner friendly Everything

Open All

30 open issues indexed

QA: ExplicitImports no_implicit_imports finding (marked ei_broken pending refactor) Open

Difficulty 4/5 3-5 days Newbie friendliness 45/100

SciML/GlobalSensitivity.jl#245 · Opened Jun 25, 2026
QA: Aqua/JET findings marked @test_broken pending fix Open

Difficulty 2/5 1-3 hours Newbie friendliness 68/100

SciML/GlobalSensitivity.jl#239 · 2 comments · Opened Jun 10, 2026
QA: Aqua/JET findings marked @test_broken pending fix Open

Difficulty 2/5 1-3 hours Newbie friendliness 78/100

SciML/GlobalSensitivity.jl#238 · Opened Jun 10, 2026
eFAST errors with 2 parameters Open

bug

Difficulty 3/5 1-2 days Newbie friendliness 48/100

SciML/GlobalSensitivity.jl#229 · 1 comment · Opened May 20, 2026
Re-enable downgrade tests after OrdinaryDiffEq updates Open

Difficulty 2/5 1-3 hours Newbie friendliness 52/100

SciML/GlobalSensitivity.jl#215 · Opened Jan 9, 2026
GSA returns very large (1e+16) values in Sobol sensitivity Open

bug

Difficulty 4/5 3-5 days Newbie friendliness 25/100

SciML/GlobalSensitivity.jl#189 · 1 comment · Opened Apr 1, 2025
RSA Vectorize samples for convergence analysis Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

SciML/GlobalSensitivity.jl#187 · Opened Feb 14, 2025
Handling NaNs for divergent trajectories in Sobol Method Open

Difficulty 5/5 Over a week Newbie friendliness 35/100

SciML/GlobalSensitivity.jl#185 · 9 comments · Opened Jan 7, 2025
Warnings because design matrices for Sobol's method are not randomized Open

bug

Difficulty 3/5 1-2 days Newbie friendliness 35/100

SciML/GlobalSensitivity.jl#166 · 1 comment · Opened May 17, 2024
GSA using Morris and Sobol's methods gives output on different forms Open

bug

Difficulty 3/5 1-2 days Newbie friendliness 35/100

SciML/GlobalSensitivity.jl#137 · 1 comment · Opened Dec 9, 2023
Reduce or avoid GPL dependencies Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

SciML/GlobalSensitivity.jl#130 · 6 comments · Opened Oct 9, 2023
Improve docstrings Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

SciML/GlobalSensitivity.jl#127 · 4 comments · Opened Sep 24, 2023
GSA BoundsError when the range of the first parameter is a single value Open

Difficulty 3/5 1-2 days Newbie friendliness 52/100

SciML/GlobalSensitivity.jl#125 · Opened Sep 16, 2023
Parallelization of GSA analysis Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

SciML/GlobalSensitivity.jl#109 · 2 reactions · Opened May 18, 2023
Reduction of RAM usage with Memory-mapping Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

SciML/GlobalSensitivity.jl#108 · Opened May 18, 2023
Passing nested parameters? Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

SciML/GlobalSensitivity.jl#107 · Opened May 9, 2023
GSA for model with correlated inputs Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

SciML/GlobalSensitivity.jl#98 · Opened Feb 7, 2023
Sobol confidence interval matrix has extra rows? Open

Difficulty 3/5 1-2 days Newbie friendliness 30/100

SciML/GlobalSensitivity.jl#90 · Opened Nov 8, 2022
eFAST yields non-zero indices when parameter bounds are identical Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

SciML/GlobalSensitivity.jl#89 · Opened Nov 2, 2022
Floating point valued outputs are required: potential for automatic conversion Open

Difficulty 3/5 1-2 days Newbie friendliness 42/100

SciML/GlobalSensitivity.jl#81 · 2 comments · Opened Sep 19, 2022
Applying GSA to Data Model Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

SciML/GlobalSensitivity.jl#61 · 5 comments · Opened Jun 24, 2022
Expand sobol estimators Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

SciML/GlobalSensitivity.jl#58 · Opened Jun 23, 2022
Active subspaces method Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

SciML/GlobalSensitivity.jl#48 · 1 comment · Opened Dec 21, 2021
Model sensitivity Open

Difficulty 5/5 Over a week Newbie friendliness 15/100

SciML/GlobalSensitivity.jl#35 · Opened May 26, 2021
Parameter subset selection techniques Open

Difficulty 3/5 1-2 days Newbie friendliness 28/100

SciML/GlobalSensitivity.jl#33 · 2 comments · Opened Mar 23, 2021
ProgressMeter/ProgressBar support Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

SciML/GlobalSensitivity.jl#9 · 1 comment · Opened Apr 10, 2020
Quasi-Monte Carlo Sampler Choice for RegressionGSA Open

Difficulty 2/5 1-3 hours Newbie friendliness 42/100

SciML/GlobalSensitivity.jl#10 · Opened Mar 21, 2020
Random Sampling-High dimensional model representation (RS-HDMR) Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

SciML/GlobalSensitivity.jl#11 · 2 comments · Opened Mar 20, 2020
Logarithmic ranges in Morris method Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

SciML/GlobalSensitivity.jl#12 · Opened Mar 28, 2019
Global sensitivity via Gaussian Process Regression Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

SciML/GlobalSensitivity.jl#14 · Opened Mar 19, 2018

SciML/GlobalSensitivity.jl

Get new issues in your inbox