Updates for May 16

[bfhealy]

Announcements

• For each of the ELS, ECE, EAOV and ELS_ECE_EAOV period algorithms, ~85% of periods computed for periodic golden dataset sources using ZTF DR16 are within a factor of 2 of the original DR5-based periods.

Pull requests

• Rename relphi5 to relphi4 in calc_stats and calc_fourier_stats #373
• Add XGB taxonomy mapper, modify DNN mapper #374
• Add source count to check_quads_for_sources #375
• Allow catalog completeness results to be saved #376
• Switch find query to count_documents in check_quads_for_sources() #377
• Move external catalog feature projections outside loop #378

Going forward

We will work on:

• Writing a script to compare Kowalski catalog contents using newly saved json files
• Adapting train_xgb_slurm.py and train_xgb_job_submission.py for DNN with the goal of running a hyperparameter grid search on Expanse