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  • 1. The TASOC Photometry module
  • 2. The TASOC Lightcurve Corrections module
  • 3. The TASOC Data Validation module
  • 4. The TASOC Stellar Classification module
    • 4.1. Installation instructions
    • 4.2. How to run tests
    • 4.3. Module Overview
      • TASOC Stellar Classification (starclass package)
        • Stellar Variability Classes (starclass.StellarClasses)
        • Common Features (starclass.features)
        • Training Sets
        • Individual classifiers
        • Meta Classifier
        • Helper classes and utilities
    • 4.4. Command-line Utilities
TASOC Pipeline
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  • 4. The TASOC Stellar Classification module »
  • TASOC Stellar Classification (starclass package)

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)
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