Sensitivity Analysis Python Packages

salib

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

768K 993 259

diff-diff

Difference-in-Differences causal inference in Python. Callaway-Sant'Anna, Synthetic DiD, Honest DiD, event studies. sklearn-like API, validated against R.

46K 278 40

emukit

A Python-based toolbox of various methods in decision making, uncertainty quantification and statistical emulation: multi-fidelity, experimental design, Bayesian optimisation, Bayesian quadrature, etc.

46K 659 133

biosteam

The Biorefinery Simulation and Techno-Economic Analysis Modules

11K 258 62

csnlp

Nonlinear Progamming with CasADi

7K 30 2

amici

High-performance sensitivity analysis for large ordinary differential equation models

6K 140 33

monte-carlo-sensitivity

Monte-Carlo Sensitivity Analysis

3K 2 3

pyrepo-mcda

The Python 3 library for Multi-Criteria Decision Analysis.

3K 12 7

monaco

Quantify uncertainty and sensitivities in your computer models with an industry-grade Monte Carlo library.

2K 153 10

causalrl

Causal reinforcement learning, organized around Bareinboim's 9-task taxonomy, confounded offline→online RL, POMIS, counterfactual policies, transportability, discovery, imitation, curricula.

2K 0 2

sundials4py

Official development repository for SUNDIALS - a SUite of Nonlinear and DIfferential/ALgebraic equation Solvers. Pull requests are welcome for bug fixes and minor changes.

2K 670 165

hapi-nile

Hapi is a Python library for building Conceptual Distributed Model using HBV96 lumped model & Muskingum routing method

1K 43 19

autoemulate

Emulate simulations easily

1K 116 41

deeplift

Public facing deeplift repo

1K 875 168

terraflow-agro

Reproducible, uncertainty-aware geospatial suitability pipeline for agriculture + optional GeoAI engine (terraflow geoai {fields,landcover,canopy}) — Ordinary Kriging + LOOCV variogram, Monte-Carlo CIs, Sobol/Morris sensitivity, spatial block CV, deterministic run fingerprints

1K 5 4

pyswatplus

pySWATPlus is a Python library tailored for seamless interaction with the Soil and Water Assessment Tool Plus (SWAT+), empowering users to efficiently manage input and output files within Python environments.

988 56 23

pytolemaic

Package for ML model analysis

827 10 3

pretest-did

Python implementation of the conditional extrapolation pre-test for difference-in-differences (Mikhaeil & Harshaw, 2026). Returns pass/fail decision, conditional confidence interval, and diagnostic scalars as a typed result object.

810 0 0

calisim

A toolbox for the calibration and evaluation of simulation models.

738 22 3

pyeee

A Python library providing parameter screening of computational models using the extension of Morris' method of Elementary Effects called Efficient or Sequential Elementary Effects by Cuntz, Mai et al. (Water Res Research, 2015).

672 4 1