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EasyVVUQ: Uncertainty intervals for everyone!
=============================================
EasyVVUQ is a Python library designed to facilitate verification, validation
and uncertainty quantification (VVUQ) for a wide variety of simulations.
It was conceived and developed within the EU funded `VECMA `_
(Verified Exascale Computing for Multiscale Applications) project.
.. _goals:
Goals
=====
The purpose of EasyVVUQ is to make it as easy as possible to implement
advanced techniques for uncertainty quantification for existing
application codes (or workflows).
We do not intend to re-invent the wheel, and plan on always building
upon existing libraries such as
`Chaospy `_ which focus on providing
statistical functionality.
Our aim is to expose these features in as accessible a way for users
of scientific codes, in particular simulation software targeting HPC
machines.
For technical details please see :ref:`api-ref`.
We also provide a range of interactive tutorials within the repository.
This collection changes over time, but can be found
here: https://github.com/UCL-CCS/EasyVVUQ/tree/dev/tutorials .
Another point of reference point are the non-regression tests which
can be found at https://github.com/UCL-CCS/EasyVVUQ/tree/dev/tests .
These are often useful in showing how pieces of the software work.
.. _toc:
Table of contents
-----------------
.. toctree::
:maxdepth: 2
:caption: Contents
installation
concepts
Indices and tables
==================
* :ref:`genindex`
* :ref:`modindex`
* :ref:`search`