Tools tagged with "Bayesian"

Probreg is an open-source Python package designed for aligning point clouds through advanced probabilistic models. It offers implementations of several registration algorithms, including Coherent Point Drift, GMMReg, SVR, GMMTree, FilterReg, and Bayesian CPD. This tool is essential for tasks requiring precise spatial alignment of 3D data.

GemPy is an open-source, Python-based software designed for generating 3D structural geological models. It utilizes an implicit modeling approach to create complex geological features like folds, faults, and unconformities from interface and orientation data. The software also supports probabilistic modeling to effectively address parameter and model uncertainties.

grond is a probabilistic earthquake source inversion framework, designed and crafted within the Pyrocko ecosystem. This robust tool provides functionalities for analyzing seismic data and inverting for earthquake source parameters, employing advanced probabilistic methods.

Loop is an open-source platform for 3D probabilistic geological and geophysical modelling. Initiated by Geoscience Australia and OneGeology, it is funded by various Australian geological surveys, the Australian Research Council, and the MinEx CRC, supporting advanced subsurface analysis.