def get_AM_5(D, target_log_pdf): step_size = 5. acc_star = 0.234 gamma2 = 0.1 instance = AdaptiveMetropolis(D, target_log_pdf, step_size, gamma2, one_over_4th_root_t_schedule, acc_star) return instance
def get_AdaptiveMetropolis_instance(D, target_log_pdf): step_size = 8. schedule = one_over_sqrt_t_schedule acc_star = 0.234 gamma2 = 0.1 instance = AdaptiveMetropolis(D, target_log_pdf, step_size, gamma2, schedule, acc_star) return instance
def get_AdaptiveMetropolis_instance(D, target_log_pdf): step_size = 1. gamma2 = 0.1 instance = AdaptiveMetropolis(D, target_log_pdf, step_size, gamma2) return instance