KN classify

Kilonova-Targeting Lightcurve Classifier (KaLC)

The framework of classifier is based on Temporal Convolutional Neural (TCN) network, which was implemented by RAPID. You can find fast tutorial there.
A modified framework is employed, referring to Chatterjee et al.
The package is unable to install through pip currently.

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

Name		Name	Last commit message	Last commit date
Latest commit History 2 Commits
KN_classify		KN_classify
data		data
Plot.ipynb		Plot.ipynb
README.md		README.md
Training.ipynb		Training.ipynb
test.py		test.py
toolkit.py		toolkit.py
training.py		training.py