ASCL.net

Astrophysics Source Code Library

Making codes discoverable since 1999

ASCL Code Record

[ascl:1806.008] gsf: galactic structure finder

gsf applies Gaussian Mixture Models in the stellar kinematic space of normalized angular momentum and binding energy on NIHAO high resolution galaxies to separate the stars into multiple components. The gsf analysis package assumes that the simulation snapshot has been pre-processed with a halo finder. It is based on pynbody (ascl:1305.002) and the scikit-learnpython package for Machine Learning; after loading, orienting, and transforming a simulation snapshot to physical units, it runs the clustering algorithm and performs the direct N-body gravity force using all the particles in the given halo.

Code site:
https://github.com/aobr/gsf
Appears in:
http://adsabs.harvard.edu/abs/2018MNRAS.477.4915O
Bibcode:
2018ascl.soft06008O

Views: 566

ascl:1806.008
Add this shield to your page
Copy the above HTML to add this shield to your code's website.