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updated CHANGES and EnsembleAnalysis docs
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================== | ||
Analysis Submodule | ||
================== | ||
======== | ||
Analysis | ||
======== | ||
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.. versionadded:: 0.8.0 | ||
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MDPOW module for analyzing simulations. The :doc:`analysis/ensemble` objects | ||
and :doc:`analysis/ensemble_analysis` allow for the construction the simplified of analyses. | ||
The :mod:`mdpow.analysis` module contains tools for analyzing whole | ||
sets (ensembles) of FEP simulations and a framework to write new | ||
analysis tools [Lescoulie2021]_. | ||
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The :doc:`analysis/ensemble` and :doc:`analysis/ensemble_analysis` sections | ||
assumes a basic understanding of object oriented programming in python and | ||
are for users who wish to construct their own analyses. | ||
.. _tools: | ||
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Analysis tools | ||
-------------- | ||
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MDPOW analysis tools are based on the :ref:`framework`. They generally | ||
take as an input the top level directory of a complete FEP run and | ||
then collect individual simulations and run a specific analysis over | ||
all FEP simulations. They then make data available (typically, as a | ||
:class:`pandas.DataFrame`). | ||
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.. toctree:: | ||
:maxdepth: 1 | ||
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analysis/ensemble | ||
analysis/ensemble_analysis | ||
analysis/solvation | ||
analysis/dihedral | ||
analysis/dihedral | ||
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.. _framework: | ||
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Ensemble Analysis Framework | ||
--------------------------- | ||
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The *Ensemble Analysis framework* [Lescoulie2021]_ allows for the | ||
construction analysis tools that work with whole sets (ensembles) of | ||
FEP simulations. They generally follow (and can use) standard | ||
MDAnalysis analysis classes. | ||
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The :ref:`ensemble-objects` and :ref:`ensembleanalysis-base` sections | ||
assume a basic understanding of object oriented programming in Python | ||
and are for users who wish to construct their own analyses. The code | ||
in the :ref:`tools` serves as example implementations and is described | ||
in more detail in [Lescoulie2021]_. | ||
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.. toctree:: | ||
:maxdepth: 1 | ||
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analysis/ensemble_analysis | ||
analysis/ensemble | ||
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References | ||
---------- | ||
.. [Lescoulie2021] A. Lescoulie, "SPIDAL Summer REU 2021: Upgrading MDPOW and | ||
adding analysis functionality," Technical Report, Arizona | ||
State University, Tempe, AZ, 2021. doi: | ||
`10.6084/m9.figshare.17156018`_ | ||
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.. _`10.6084/m9.figshare.17156018`: https://doi.org/10.6084/m9.figshare.17156018 |
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