pyKLIP: PSF Subtraction for Exoplanets and Disks

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Ada Coda
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pyKLIP: PSF Subtraction for Exoplanets and Disks

Post by Ada Coda » Mon Jun 08, 2015 12:48 pm

pyKLIP: PSF Subtraction for Exoplanets and Disks

Abstract: pyKLIP subtracts out the stellar PSF to search for directly-imaged exoplanets and disks using a Python implementation of the Karhunen-Loève Image Projection (KLIP) algorithm. pyKLIP supports ADI, SDI, and ADI+SDI to model the stellar PSF and offers a large array of PSF subtraction parameters to optimize the reduction. pyKLIP relies on a minimal amount of dependencies (numpy, scipy, and astropy) and parallelizes the KLIP algorithm to speed up the reduction. pyKLIP supports GPI and P1640 data and can interface with other data sources with the addition of new modules. It also can inject simulated planets and disks as well as automatically search for point sources in PSF-subtracted data.

Credit: Wang, Jason J.; Ruffio, Jean-Baptise; De Rosa, Robert J.; Aguilar, Jonathan; Wolff, Schuyler G.; Pueyo, Laurent

Site: https://bitbucket.org/pyKLIP/pyklip
https://ui.adsabs.harvard.edu/abs/2015ApJ...814...32K

Bibcode: 2015ascl.soft06001W

Preferred citation method: https://ui.adsabs.harvard.edu/abs/2015ascl.soft06001W

ID: ascl:1506.001
Last edited by Ada Coda on Thu Sep 10, 2020 12:16 pm, edited 1 time in total.
Reason: Updated code entry.

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