Abstract
popclass is a lightweight python package that allows fast, probabilistic classification of the lens of a
microlensing event given the event's posterior distribution and a model of the Galaxy. popclass provides
the bridge between Galactic simulation and lens classification, an interface to common Bayesian
inference libraries, and the ability for users to flexibly specify their own Galactic model and classification
parameters.
- Developers:
-
Mcgill, Peter [1] ; Kaczmarek, Zofia [1] ; Sallaberry, Gregory [1] ; Perkins, Scott [1] ; Dawson, William [1]
- Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)
- Release Date:
- 2024-08-14
- Project Type:
- Open Source, Publicly Available Repository
- Software Type:
- Scientific
- Version:
- 0.1.0
- Licenses:
-
MIT License
- Sponsoring Org.:
-
USDOE National Nuclear Security Administration (NNSA)Primary Award/Contract Number:AC52-07NA27344
- Code ID:
- 143766
- Site Accession Number:
- LLNL-CODE-2000456
- Research Org.:
- Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)
- Country of Origin:
- United States
Citation Formats
Mcgill, Peter, Kaczmarek, Zofia, Sallaberry, Gregory, Perkins, Scott, and Dawson, William.
popclass.
Computer Software.
https://github.com/LLNL/popclass.
USDOE National Nuclear Security Administration (NNSA).
14 Aug. 2024.
Web.
doi:10.11578/dc.20240917.6.
Mcgill, Peter, Kaczmarek, Zofia, Sallaberry, Gregory, Perkins, Scott, & Dawson, William.
(2024, August 14).
popclass.
[Computer software].
https://github.com/LLNL/popclass.
https://doi.org/10.11578/dc.20240917.6.
Mcgill, Peter, Kaczmarek, Zofia, Sallaberry, Gregory, Perkins, Scott, and Dawson, William.
"popclass." Computer software.
August 14, 2024.
https://github.com/LLNL/popclass.
https://doi.org/10.11578/dc.20240917.6.
@misc{
doecode_143766,
title = {popclass},
author = {Mcgill, Peter and Kaczmarek, Zofia and Sallaberry, Gregory and Perkins, Scott and Dawson, William},
abstractNote = {popclass is a lightweight python package that allows fast, probabilistic classification of the lens of a
microlensing event given the event's posterior distribution and a model of the Galaxy. popclass provides
the bridge between Galactic simulation and lens classification, an interface to common Bayesian
inference libraries, and the ability for users to flexibly specify their own Galactic model and classification
parameters.},
doi = {10.11578/dc.20240917.6},
url = {https://doi.org/10.11578/dc.20240917.6},
howpublished = {[Computer Software] \url{https://doi.org/10.11578/dc.20240917.6}},
year = {2024},
month = {aug}
}