Published February 16, 2017 | Version v1
Dataset Open

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

Authors/Creators

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

Description

998.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).

998 .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 (480.6 MB)

Name Size
md5:bac6402aa77f63e102408bd67ef6467b
480.6 MB Download