SALib/SALib
Sensitivity Analysis Library in Python. Contains Sobol, Morris, FAST, and other methods. observed · 2026-09-03
Health v2 · maintenance only
68/100
- Activity 93
- Release rhythm 19
- Longevity 100
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 4843
- days_rel: 326
- days_push: 47
- n_releases_24m: 1
Adoption not part of the score
1005 stars · 265 forks observed · 2026-09-03
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded
SALib is a Python library implementing global sensitivity analysis methods such as Sobol, Morris, FAST, PAWN, HDMR, and DGSM. It helps quantify how model inputs and exogenous factors affect model outputs in systems modeling.
Use cases
- run Sobol sensitivity analysis on a simulation model
- identify which model inputs drive output uncertainty
- apply the Morris method for screening important parameters
- compute moment-independent sensitivity measures
- perform uncertainty quantification for systems models
When to choose
- you need well-established global sensitivity analysis methods in Python
- you want a maintained, pip-installable library with published methods
- you work with NumPy/SciPy-based modeling workflows
When to avoid
- you need local or gradient-based sensitivity analysis only
- you need sensitivity analysis outside the Python ecosystem
- you need a GUI for sensitivity analysis
Facets
library · maturity stable
data-science math simulation data-science mathematics python cross-platform sensitivity-analysis sobol morris uncertainty-quantification numpy scipy global-sensitivity-analysis algorithms
3 sources
- readme: https://github.com/SALib/SALib · fetched 2026-09-03 · ee960d1a99ff
- homepage: http://SALib.github.io/SALib/ · fetched 2026-08-29 · 9a3061eb56d8
- registry_pypi: https://pypi.org/pypi/salib/json · fetched 2026-08-29 · c6c7c754450f
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| SALib/SALib | main | 68 |
For agents
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem