Metadata-Version: 2.1
Name: popex
Version: 1.2.0
Summary: PoPEx sampling package
Home-page: https://github.com/randlab/PoPEx
Author: Christoph Jaeggli
Author-email: christoph.jaeggli@gmail.com
License: MIT
Description: # PoPEx Python3 Package
        
        This python3 package is an implementation of the parallelized adaptive importance sampler. PoPEx is a robust method to solve the inverse problem when the parameters are categorical (such as rock types) and when a prior geostatistical model is defined.
        
        The method is described in detail in the following references:
        - Jäggli C, Straubhaar J and Renard P (2018) Parallelized Adaptive Importance Sampling for Solving Inverse Problems. Front. Earth Sci. 6:203. doi: [10.3389/feart.2018.00203](https://www.frontiersin.org/articles/10.3389/feart.2018.00203/full)  
        - Jäggli, C., Straubhaar, J., and Renard, P. (2017). Posterior population expansion for solving inverse problems. Water Resour. Res. 53, 2902–2916. doi: [10.1002/2016WR019550](http://dx.doi.org/10.1002/2016WR019550)
        
        
        ## Documentation
        
        Find the documentation of the package under
        
        [![Documentation Status](https://readthedocs.org/projects/popex/badge/?version=latest)](https://popex.readthedocs.io/en/latest/?badge=latest)
        
Platform: UNKNOWN
Description-Content-Type: text/markdown
