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A tutorial on periodic variable star discrimination using machine learning

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tutorial_phuijse_evic2018.ipynb

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tutorial_phuijse_ssn2018.ipynb

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utils.py

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vae.py

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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

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A tutorial on periodic variable star discrimination using machine learning

Topics

machine-learning lsst mutual-information lightcurve-classification

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