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.
- Publication:
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Astrophysics Source Code Library
- Pub Date:
- May 2020
- Bibcode:
- 2020ascl.soft05017P
- Keywords:
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- Software