Date: Nov 23, 2023 Version: 0.1.dev
Iterative Ensemble Smoother#
About#
iterative_ensemble_smoother is a Python package that implements the subspace iterative ensemble smoother as described in evensen2019. This algorithm is particularly effective for problems with a large number of parameters (e.g., millions) and a few realizations or samples (e.g., hundreds).
Installation#
iterative_ensemble_smoother is on PyPi and can be installed using pip:
pip install iterative_ensemble_smoother
If you want to do development, then run:
git clone https://github.com/equinor/iterative_ensemble_smoother.git
cd iterative_ensemble_smoother
<create environment>
pip install --editable '.[doc,dev]'
Usage#
iterative_ensemble_smoother mainly implements the two classes SIES and ESMDA.
Check out the examples section to see how to use them.
Building the documentation#
apt install pandoc # Pandoc is required to build the documentation.
pip install .[doc]
sphinx-build -c docs/source/ -b html docs/source/ docs/build/html/