A tutorial on periodic variable star discrimination using machine learning
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Mar 6, 2019 - Jupyter Notebook
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lightcurve-classification
Here are 6 public repositories matching this topic...
Reference implementations for commonly used astronomical lightcurve models / functions.
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May 11, 2017 - Python
Light curve classification using LSTM and Phased LSTM recurrent models.
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Feb 16, 2023 - Python
My simple ML model for Kaggle's PLAsTiCC Astronomical Classification 2018
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Dec 21, 2018 - Python
This repository contains the studies of filtering processes of light curves obtaine 8C51 d with the CoRoT and Kepler satellites. Undergraduate Research - Instituto Mauá de Tecnologia, Brazil & FAPESP
python machine-learning simulation astronomy astrophysics filtering frequency-domain gaussian-filter butterworth-filter median-filter lightcurves lightcurve-classification bessel-filter ideal-lowpass-filter lightcurve-simulation
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Jan 2, 2022 - Jupyter Notebook
Lightcurve Classification for Periodically Varying Stars (SAMSI Undergraduate Workshop Project)
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Aug 10, 2018 - R
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