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[ascl:1605.008] PDT: Photometric DeTrending Algorithm Using Machine Learning

PDT removes systematic trends in light curves. It finds clusters of light curves that are highly correlated using machine learning, constructs one master trend per cluster and detrends an individual light curve using the constructed master trends by minimizing residuals while constraining coefficients to be positive.

Code site:
https://github.com/dwkim78/pdtrend
Described in:
http://adsabs.harvard.edu/abs/2009MNRAS.397..558K
Bibcode:
2016ascl.soft05008K

Views: 1453

ascl:1605.008
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