Research data supporting "Learning Models for Electron Densities with Bayesian Regression"
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Type
Dataset
Change log
Authors
Schmidt, E
Fowler, AT
Elliott, JA
Bristowe, PD
Description
The data for the reconstruction of the images shown in the paper is contained in *.pckl files. These files were created using Python's pickle module: https://docs.python.org/3.5/library/pickle.html
Version
Software / Usage instructions
In order to use the provided files Python and the pickle module are required. The regression were done using the Python module PottyTrainer developed for this paper and also linked in the paper.
Keywords
Embedded Atom Method, Bayes, Linear Regression, Density Functional Theory, Regression data
Publisher
Sponsorship
EPSRC (1369467)
Engineering and Physical Sciences Research Council (EP/L015552/1)
Engineering and Physical Sciences Research Council (EP/L015552/1)