Uncertainty Analysis Python Packages

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.

metrolopy

Tools for uncertainty propagation and measurement unit conversion — Outils pour la propagation des incertitudes et la conversion d'unités de mesure

pyemu

python modules for model-independent uncertainty analyses, data-worth analyses, and interfacing with PEST(++)

monaco

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

calisim

A toolbox for the calibration and evaluation of simulation models.

varstool

VARS-TOOL sensitivity analysis package in Python

virny

An in-depth performance profiling library for machine learning models

gempy-legacy

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.