Skip to content

DESC Lensing access and Machine learning Pipeline. This repo hosts the sections of the DESC and SLSC Strong Lensing (SL) pipeline.

License

Notifications You must be signed in to change notification settings

nkhadka21/DESC-Lamp

 
 

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

46 Commits
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

DESC-Lamp

DESC Lensing access and Machine learning Pipeline. This repo hosts the sections of the DESC and SLSC Strong Lensing (SL) pipeline that enable finding strong gravitational lens systems.

This is achieved by providing an interface that allows catalog-based preselection of lens candidates and that extract postage stamps of candidates.

Another component of this pipeline makes use of the synthetic source injection capabilities developed by DM and used in DESC to inject synthetic gravitationally lensed sources. Synthetic injection of lensed sources is aimed at expanding training sets based on Rubin-quality data with real image characteristics. It is also aimed at providing a test and characterisation bench for lens finders.

About

DESC Lensing access and Machine learning Pipeline. This repo hosts the sections of the DESC and SLSC Strong Lensing (SL) pipeline.

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages

  • Jupyter Notebook 73.1%
  • Python 26.9%