TASOC Stellar Classification (starclass package)

• Stellar Variability Classes (starclass.StellarClasses)
• Common Features (starclass.features)
  • Light curve
  • Pre-calculated diagnostics
  • Power spectrum (starclass.features.powerspectrum)
  • Frequency Extraction (starclass.features.freqextr)
  • FliPer (starclass.features.fliper)

Training Sets

• TrainingSet (starclass.training_sets.TrainingSet)
• Kepler Q9 (version 3) Training Set (starclass.training_sets.keplerq9v3)
• Kepler Q9 (version 2) Training Set (starclass.training_sets.keplerq9v2)
• Kepler Q9 Training Set (starclass.training_sets.keplerq9)
• T’DA Simulations Training Set (starclass.training_sets.tdasim)

Individual classifiers

• BaseClassifier (starclass.BaseClassifier)
• RFGCClassifier (starclass.RFGCClassifier)
• SLOSHClassifier (starclass.SLOSHClassifier)
• XGBClassifier (starclass.XGBClassifier)
• SortingHat Classifier (starclass.SortingHatClassifier)

Meta Classifier

• MetaClassifier (starclass.MetaClassifier)

Helper classes and utilities

• Convenience functions (starclass.convenience)
• Constants (starclass.constants)
• Input/output functions (starclass.io)
• Plotting Utilities (starclass.plots)
• Task Manager (starclass.TaskManager)
• Todo-list utility functions (starclass.todolist)
• Utility functions (starclass.utilities)