cdetools: Tools for Conditional Density Estimates

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Ada Coda
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cdetools: Tools for Conditional Density Estimates

Post by Ada Coda » Mon Jun 01, 2020 12:05 am

cdetools: Tools for Conditional Density Estimates

Abstract: cdetools provides tools for evaluating conditional density estimates and has applications to photometric redshift estimation and likelihood-free cosmological inference. Available in R and Python, it provides functions for computing a so-called CDE loss function for tuning and assessing the quality of individual probability density functions (PDFs) and diagnostic functions that probe the population-level performance of the PDFs.

Credit: Pospisil, Taylor; Dalmasso, Nic

Site: https://github.com/tpospisi/cdetools
https://ui.adsabs.harvard.edu/abs/2020A%26C....3000362D

Bibcode: 2020ascl.soft05017P

Preferred citation method: https://ui.adsabs.harvard.edu/abs/2020A%26C....3000362D

ID: ascl:2005.017
Last edited by Ada Coda on Sun Jun 07, 2020 5:04 pm, edited 1 time in total.
Reason: Updated code entry.

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