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[ascl:2005.017] cdetools: Tools for Conditional Density Estimates

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.

Code site:
https://github.com/tpospisi/cdetools
Described in:
https://ui.adsabs.harvard.edu/abs/2020A%26C....3000362D
Bibcode:
2020ascl.soft05017P

Views: 263

ascl:2005.017
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