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fu2025_transients_gp

Code accompanying "New metrics for identifying variables and transients in large astronomical surveys"

https://github.com/shihchingfu/fu2025_transients_gp

Science Score: 44.0%

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    Found CITATION.cff file
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    Scientific vocabulary similarity
    Low similarity (3.4%) to scientific vocabulary
Last synced: 6 months ago · JSON representation ·

Repository

Code accompanying "New metrics for identifying variables and transients in large astronomical surveys"

Basic Info
  • Host: GitHub
  • Owner: shihchingfu
  • License: mit
  • Language: Jupyter Notebook
  • Default Branch: main
  • Size: 7.22 MB
Statistics
  • Stars: 0
  • Watchers: 1
  • Forks: 0
  • Open Issues: 0
  • Releases: 1
Created over 1 year ago · Last pushed 9 months ago
Metadata Files
Readme License Citation

README.md

fu2025transientsgp

Computational notebooks accompanying "New metrics for identifying variables and transients in large astronomical surveys".

There are two notebooks describing the implementation of the same Bayesian hierarchical model in different probabilistic programming frameworks.

  1. Quarto (.qmd): stan via the cmdstanR package in R
  2. Jupyter (.ipynb): pymc in python

Data from a single light curve is included in the data/ subdirectory.

Owner

  • Name: Shih Ching Fu
  • Login: shihchingfu
  • Kind: user
  • Location: Whadjuk Noongar boodja

Citation (CITATION.cff) 

cff-version: 1.2.0
title: >-
  Computational notebooks accompanying "New metrics for
  identifying variables and transients in large astronomical
  surveys"
message: >-
  If you use this software, please cite it using the
  metadata from this file.
type: software
authors:
  - given-names: Shih Ching
    family-names: Fu
    email: shihching.fu@postgrad.curtin.edu.au
    orcid: 'https://orcid.org/0000-0002-9077-6026'
repository-code: 'https://github.com/shihchingfu/fu2025_transients_gp'
license: MIT

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