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
