https://github.com/phuijse/tutorial_periodic_stars

A tutorial on periodic variable star discrimination using machine learning
https://github.com/phuijse/tutorial_periodic_stars

lightcurve-classification lsst machine-learning mutual-information

Last synced: about 1 year ago
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A tutorial on periodic variable star discrimination using machine learning

• Host: GitHub
• URL: https://github.com/phuijse/tutorial_periodic_stars
• Owner: phuijse
• License: mit
• Created: 2018-01-11T19:09:19.000Z (over 8 years ago)
• Default Branch: master
• Last Pushed: 2019-03-06T16:27:51.000Z (over 7 years ago)
• Last Synced: 2025-03-26T09:51:13.057Z (about 1 year ago)
• Topics: lightcurve-classification, lsst, machine-learning, mutual-information
• Language: Jupyter Notebook
• Homepage:
• Size: 46.5 MB
• Stars: 8
• Watchers: 0
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# Tutorial on Variable Star discrimination using Machine Learning

A tutorial presented at the 

- LSST Workshop 2017, Santiago, Chile

- SSN 2018, Valdivia, Chile

To run this you need

- Python (numpy, matplotlib, bokeh, pytorch)

- Jupyter notebook