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ASCL Code Record

[ascl:1407.018] AstroML: Machine learning and data mining in astronomy

Written in Python, AstroML is a library of statistical and machine learning routines for analyzing astronomical data in python, loaders for several open astronomical datasets, and a large suite of examples of analyzing and visualizing astronomical datasets. An optional companion library, astroML_addons, is available; it requires a C compiler and contains faster and more efficient implementations of certain algorithms in compiled code.

Code site:
http://www.astroml.org/
Appears in:
http://adsabs.harvard.edu/abs/2012cidu.conf...47V http://adsabs.harvard.edu/abs/2014AAS...22325301V http://adsabs.harvard.edu/abs/2014AJ....147...76B
Bibcode:
2014ascl.soft07018V
Preferred citation method:

http://adsabs.harvard.edu/abs/2012cidu.conf...47V and Statistics, Data Mining, and Machine Learning for Astronomy, Ivezic et al, 2014; bibtex for latter is available here: http://www.astroml.org/index.html#citing-astroml


ascl:1407.018
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