Updates for May 30

[bfhealy]

Announcements

• SCoPe now queries GCN sources and runs DNN and XGB inference on nearby ZTF light curves. The results will be posted to Fritz to assist with follow-up efforts.

Pull requests

• Enable inferencing on generated features #384
• Remove old feature lists in config, fix download_classification arg typo #387
• Add field/ccd/quad/filter info to inference results #389
• Save inference results as parquet instead of hdf5 #390
• Rename generated features index to '_id', reset index #391
• Fix slurm job submission bug #392
• Add script to download GCN sources #393
• Adapt active learning code to consolidate GCN source classifications #394
• Gcn workflow updates #395

Issues

• Modify inference code to run on generated features #383
• Script(s) to run inference on GCN sources #386
• Save XGB feature importance as text files #388

Going forward

We will work on:

• Continuing DR16 feature generation/XGB inference on SCoPe 20 fields
• Ingesting DR16 features into a new Kowalski collection
• Adapting train_xgb_slurm.py and train_xgb_job_submission.py for DNN with the goal of tuning hyperparameters on Expanse