Updates for June 13

[bfhealy]

Announcements

• SCoPe now uses penquins 2.3.1 for querying Kowalski instances. This version adds performance improvements, simplifies instance management and updates the format of query results.
• DR16 feature generation has finished for 10 of the 20 SCoPe fields (71% of sources in the 20 fields)

Pull requests

• Update workflow tokens #412
• Update scope to work with new penquins release #410
• Distinguish completed and running slurm training jobs #409
• Adapt new job submission approach for feature generation #414
• Update kowalski query notebook with new penquins queries #415
• Update classification stats notebook for new penquins #416
• Add interval between feature generation job submissions #417

Going forward

We will work on:

• Ingesting available DR16 features into a new Kowalski collection
• Finalizing DNN hyperparameter optimization and training
• Ingesting DNN/XGB classifications into a new Kowalski collection
• Filling out more parts of the SCoPe paper