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The current implementation does not allow you to move off the bounds (lower/upper) once you have gotten on them, this allows you to move off of the bound. Please note that more testing should be done to ensure that this does not introduce oscillations into the optimization routine.
.. image:: https://raw.github.com/simpeg/simpeg/master/docs/simpeg-logo.png
:alt: SimPEG Logo
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SimPEG
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.. image:: https://img.shields.io/pypi/v/SimPEG.svg
:target: https://crate.io/packages/SimPEG/
:alt: Latest PyPI version
.. image:: https://img.shields.io/pypi/dm/SimPEG.svg
:target: https://crate.io/packages/SimPEG/
:alt: Number of PyPI downloads
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:target: https://github.com/simpeg/simpeg/blob/master/LICENSE
:alt: BSD 3 clause license.
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:target: https://travis-ci.org/simpeg/simpeg
:alt: Travis CI build status
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:alt: Coverage status
Simulation and Parameter Estimation in Geophysics - A python package for simulation and gradient based parameter estimation in the context of geophysical applications.
The vision is to create a package for finite volume simulation with applications to geophysical imaging and subsurface flow. To enable the understanding of the many different components, this package has the following features:
* modular with respect to the spacial discretization, optimization routine, and geophysical problem
* built with the inverse problem in mind
* provides a framework for geophysical and hydrogeologic problems
* supports 1D, 2D and 3D problems
* designed for large-scale inversions
Citing SimPEG:
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There is a paper about SimPEG!
Cockett, R., Kang, S., Heagy, L. J., Pidlisecky, A., & Oldenburg, D. W. (2015). SimPEG: An open source framework for simulation and gradient based parameter estimation in geophysical applications. Computers & Geosciences.
**BibTex:**
.. code::
@article{cockett2015simpeg,
title={SimPEG: An open source framework for simulation and gradient based parameter estimation in geophysical applications},
author={Cockett, Rowan and Kang, Seogi and Heagy, Lindsey J and Pidlisecky, Adam and Oldenburg, Douglas W},
journal={Computers \& Geosciences},
year={2015},
publisher={Elsevier}
}
Website:
http://simpeg.xyz
Documentation:
http://docs.simpeg.xyz
Code:
https://github.com/simpeg/simpeg
Tests:
https://travis-ci.org/simpeg/simpeg
Bugs & Issues:
https://github.com/simpeg/simpeg/issues
Code Snippets & Tutorials:
http://simpeg.xyz/Journal
Languages
Python
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Cython
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