def run_mixed_sl0(y,M,Omega,epsilon): """ Wrapper for SL0-mixed algorithm for approximate analysis recovery """ sigma_min = 0.001 sigma_decrease_factor = 0.5 mu_0 = 2 L = 10 return ABSmixed.sl0(y,M,Omega,epsilon,sigma_min, sigma_decrease_factor, mu_0, L)
def run_mixed_sl0(y, M, Omega, epsilon):
"""
Wrapper for SL0-mixed algorithm for approximate analysis recovery
"""
sigma_min = 0.001
sigma_decrease_factor = 0.5
mu_0 = 2
L = 10
return ABSmixed.sl0(y, M, Omega, epsilon, sigma_min, sigma_decrease_factor, mu_0, L)
def run_mixed_bp(y, M, Omega, epsilon):
"""
Wrapper for BP-mixed algorithm for approximate analysis recovery
"""
return ABSmixed.bp(y, M, Omega, epsilon, numpy.zeros(Omega.shape[0]))
def run_mixed_bp(y, M, Omega, epsilon):
"""
Wrapper for BP-mixed algorithm for approximate analysis recovery
"""
return ABSmixed.bp(y, M, Omega, epsilon, numpy.zeros(Omega.shape[0]))
