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Code supporting Unsupervised machine learning applied to scanning precession electron diffraction data


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Type

Software

Change log

Authors

Martineau, B 

Description

The python code supplied here enables the reproduction of the figures presented in the publication as as set of executable python files. Also supplied is a complete static copy of the software used for data clustering, which was written for the publication.

Version

Software / Usage instructions

A README is included detailing dependencies. The most important include numpy (http://www.numpy.org/), matplotlib (https://matplotlib.org/), scikit-image (https://scikit-image.org/), HyperSpy (http://hyperspy.org/), and pyXem (http://pyxem.github.io/pyxem/),

Keywords

python, linear decomposition, multivariate analysis, clustering

Publisher

Sponsorship
The Royal Society (uf130286)
European Research Council (291522)
Relationships
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