Data for "Superphot+: Realtime Fitting and Classification of Supernova Light Curves"

This is the dataset and static code base associated with the paper: "Superphot+: Real-Time Fitting and Classification of Supernova Light Curves". The contents are as follows:

superphot-plus-v0.0.7.tar: Superphot+ code base downloaded at time of paper submission. Static copy of the Github repo: https://github.com/VTDA-Group/superphot-plus -- This version corresponds to commit: 956b5d555f58800c01a74b3977e0a3b5476ea9cd and tag v0.0.8.

dataset_spec_pruned.csv: Spectroscopic dataset pruned according to Table 1 of the paper.

dataset_phot_final.csv: Photometric dataset (without spectroscopic labels) pruned according to Section 2 of the paper. Label and probability columns are values from the ALeRCE-SN classifier.

model_0.pt: One of the 10 (redshift-independent) LightGBM models trained for 5-way SN classification.

model_0.yaml: Configuration file associated with model_0.pt.

model_z_0.pt: Same as model_0.pt, but trained using redshift information.

model_z_0.yaml: Configuration file associated with model_z_0.pt.

early_phase_classifier_0.pt: Same as model_0.pt, but trained only using early-phase light curve features. Tailored for realtime classification.

early_phase_classifier_0.yaml: Configuration file for early_phase_classifier_0.pt.

probs_concat.csv: Spectroscopic set's classification results without using redshift information.

probs_z_concat.csv: Spectroscopic set's classification results using redshift information.

probs_photometric_v2.mrt: Superphot+'s probabilities for the photometric set without using redshift information. Updated to correct for missing IAU names.