data_juicer.tools.hpo.objects module#

data_juicer.tools.hpo.objects.get_hpo_objective(obj_name)[source]#
data_juicer.tools.hpo.objects.obj_quality_score(dj_cfg)[source]#

HPO loop: cfg –> data –> data score –> cfg –> data –> â€Ļ

Parameters:

dj_cfg – specified data recipe (as a search point)

Returns:

a data score, after 1. processing data according to the dj_cfg; 2. applying a quality classifier