This is the official repository with the scripts and results of the experiments described in the following paper:
- M. Demianenko, K. Malanchev, E. Samorodova, M. Sysak, A. Shiriaev, D. Derkach, M. Hushchyn. Toward an understanding of the properties of neural network approaches for supernovae light curve approximation, arXiv:2209.07542 (2022). [arxiv]
The light curve approximation methods are implemented in the Fulu python library: https://github.com/HSE-LAMBDA/fulu
Find the full unblind dataset on Zenodo. You can use this script to download the data.
Column description (WIP)
- MJD is the Modified Julian day. Note that the final user of the utility could use any time coordinate system in any units
Find columns description on BTS explorer
Description mission and statistic data on BTS webcite
The client for downloading ZTF data ANTARES client