API reference

pgmuvi: a package for infering multiwavelength variaiblity of astronomical sources using Gaussian processes in python

Subpackages

• pgmuvi.lightcurve
  • Lightcurve
    • Lightcurve.append_data()
    • Lightcurve.compute_psd()
    • Lightcurve.cuda()
    • Lightcurve.fit()
    • Lightcurve.get_parameters()
    • Lightcurve.get_periods()
    • Lightcurve.init_hypers_from_LombScargle()
    • Lightcurve.magnitudes
    • Lightcurve.mcmc()
    • Lightcurve.ndim
    • Lightcurve.plot()
    • Lightcurve.plot_corner()
    • Lightcurve.plot_psd()
    • Lightcurve.plot_results()
    • Lightcurve.plot_trace()
    • Lightcurve.print_parameters()
    • Lightcurve.print_periods()
    • Lightcurve.print_results()
    • Lightcurve.set_constraint()
    • Lightcurve.set_default_constraints()
    • Lightcurve.set_default_priors()
    • Lightcurve.set_hypers()
    • Lightcurve.set_likelihood()
    • Lightcurve.set_model()
    • Lightcurve.set_prior()
    • Lightcurve.summary()
    • Lightcurve.transform_x()
    • Lightcurve.transform_y()
    • Lightcurve.xdata
    • Lightcurve.ydata
    • Lightcurve.yerr
  • MinMax
    • MinMax.inverse()
    • MinMax.transform()
  • RobustZScore
    • RobustZScore.inverse()
    • RobustZScore.transform()
  • Transformer
    • Transformer.inverse()
    • Transformer.transform()
  • ZScore
    • ZScore.inverse()
    • ZScore.transform()
  • minmax()
• pgmuvi.gps
  • SparseSpectralMixtureGPModel
    • SparseSpectralMixtureGPModel.forward()
  • SpectralMixtureGPModel
    • SpectralMixtureGPModel.forward()
  • SpectralMixtureKISSGPModel
    • SpectralMixtureKISSGPModel.forward()
  • SpectralMixtureLinearMeanGPModel
    • SpectralMixtureLinearMeanGPModel.forward()
  • SpectralMixtureLinearMeanKISSGPModel
    • SpectralMixtureLinearMeanKISSGPModel.forward()
  • TwoDSpectralMixtureGPModel
    • TwoDSpectralMixtureGPModel.forward()
  • TwoDSpectralMixtureKISSGPModel
    • TwoDSpectralMixtureKISSGPModel.forward()
  • TwoDSpectralMixtureLinearMeanGPModel
    • TwoDSpectralMixtureLinearMeanGPModel.forward()
  • TwoDSpectralMixtureLinearMeanKISSGPModel
    • TwoDSpectralMixtureLinearMeanKISSGPModel.forward()
• pgmuvi.trainers
  • Trainer
  • train()
  • train_mll()
  • train_variational()
  • train_variational_uncertain()