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("<filename>", 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