Published February 16, 2017 | Version v1
Dataset Open

Quasi-periodic Gaussian process rotation period posterior samples (with an uninformative prior) for 998 simulated Kepler light curves.

Authors/Creators

  • 1. Columbia University
  • 2. Princeton University
  • 3. University of Oxford
  • 4. University of Washington

Description

997.h5 files containing light curves, hyperparameter priors, period priors and posterior samples for the QP-GP rotation period model in Angus, Morton, Aigrain, Foreman-Mackey & Rajpaul (2017).

997 .png light curve images.

To load the samples in python:

>>> df = pd.read_hdf("1.h5", key="samples")

>>> ln_period_samples = df.ln_period

>>> ln_A_samples = df.ln_A

>>> ln_l_samples = df.ln_l

>>> ln_G_samples = df.ln_G

>>> ln_sigma_samples = df.ln_sigma

 

Files

Files (467.8 MB)

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md5:998d9e6e2ef0373201d4afd1a811e6ed
467.8 MB Download