def __init__(self, config, X):
Solver.__init__(self, config, X)
self.name = 'sparse_hals'
self.alpha = 10 * config['alpha']
print('Sparse HALS solver created!')
def __init__(self, config, X):
Solver.__init__(self, config, X)
self.name = 'sparse_hoyer'
self.sparsity = config['sparsity']
self.mu = config['mu']
print('SparseHoyer solver created!')
def __init__(self, config, X):
Solver.__init__(self, config, X)
self.name = 'mu'
print('MU solver created!')
def __init__(self, config, X):
Solver.__init__(self, config, X)
self.name = 'sparse_anls_bpp'
self.alpha = config['alpha'] / 500
print('SparseANLSBPP solver created!')
def __init__(self, config, X):
Solver.__init__(self, config, X)
self.name = 'l0_projection'
self.l0 = config['project_l0']
print('SparseL0 solver created!')
print(self.name)
def __init__(self, config, X):
Solver.__init__(self, config, X)
self.name = 'anls_bpp'
#self.config['iters'] = round(self.config['iters'] / 80000)
print('ANLSBPP solver created!')