Quasi-periodic Gaussian process rotation period posterior samples of Kepler light curves.

.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). 

koi_results_02_15.tgz contains posterior samples for 1132 Kepler objects of interest.

results_acfprior_02_16.tgz contains posterior samples for 998 simulated light curves (previously published in Aigrain et al., 2015: https://arxiv.org/abs/1504.04029) with an ACF-based prior.

results_noprior_02_16.tgz contains posterior samples for 997 simulated light curves (previously published in Aigrain et al., 2015) with an uninformative prior.

To load the samples in python:

>>> df = pd.read_hdf("", 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