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The framework of classifier is based on Temporal Convolutional Neural (TCN) network, which was implemented by RAPID. You can find fast tutorial there.
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A modified framework is employed, referring to Chatterjee et al.
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The package is unable to install through
pip
currently.
- Through Github repository
git clone https://github.com/LAujust/KN_classify.git
- Initail result and test of performance on mock Wide Field Survey Telescope (WFST): Kilonova-Targeting Lightcurve Classification for Wide Field Survey Telescope, Liang et al. doi:10.3390/universe10010010