API Reference

Purpose

iterative_ensemble_smoother is an open-source, pure python, and object-oriented library that provides a user friendly implementation of history matching algorithms.

The following functionalities are directly provided on module-level.

Classes

ESMDA(covariance, observations[, alpha, seed])	Implement an Ensemble Smoother with Multiple Data Assimilation (ES-MDA).
AdaptiveESMDA(covariance, observations[, ...])	Hard Thresholding Adaptive ESMDA.
LocalizedESMDA(covariance, observations[, ...])	Localized Ensemble Smoother with Multiple Data Assimilation (ES-MDA).