The code used by Aleo et al. 2022, please cite it if you find this repo useful.
Here we do the analysis of ZTF DR4 datasets. A few points:
- The data itself is not present here due to large size.
- The scripts are located in zwad repository, so be sure to install it before digging here.
All surves are extragalctic |b| > 15°, all light curves are "short" 58194.0 < MJD < 58664.0 and have at least 100 detections (in each passband for g+r)
- g+r, 13GB, 30M sources http://sai.snad.space/tmp/dr4-features/extragal_short_gr_100.tar
- g, 7GB, 33M sources http://sai.snad.space/tmp/dr4-features/extragal_short_g_100.tar
- r, 18GB, 83M sources http://sai.snad.space/tmp/dr4-features/extragal_short_r_100.tar
Pickle files for sim_fake/simulation_fake_features.ipynb notebook, put them into sim_fake/ztf_dr3_sim_data/ZTF_SIMS_ALLMODELS_3RD_RUN directory. Each file is ~200MB
- http://sai.snad.space/tmp/dr3-snana-sims/PALEO_ZTF_MODEL42_SNII-NMF.pkl.gz
- http://sai.snad.space/tmp/dr3-snana-sims/PALEO_ZTF_MODEL60_SLSN-I.pkl.gz
- http://sai.snad.space/tmp/dr3-snana-sims/PALEO_ZTF_MODEL62_SNIbc-MOSFIT.pkl.gz
- http://sai.snad.space/tmp/dr3-snana-sims/PALEO_ZTF_MODEL64_TDE.pkl.gz
- http://sai.snad.space/tmp/dr3-snana-sims/PALEO_ZTF_MODEL90_SNIa-SALT2.pkl.gz