def __init__(self, smooth_class, linear_operator=None, offset=None, diag=False, l=1, args=(), keywords={}):
self.affine_transform = affine_transform(linear_operator, offset, diag)
self.primal_shape = self.affine_transform.primal_shape
self.coefs = np.zeros(self.primal_shape)
keywords = keywords.copy(); keywords['l'] = l
self.sm_atom = smooth_class(self.primal_shape, *args, **keywords)
self.atoms = [self]
def __init__(self, atom_class, linear_operator, affine_offset, diag=False, l=1, args=(), keywords={}):
self.affine_transform = affine_transform(linear_operator, affine_offset, diag)
self.primal_shape = self.affine_transform.primal_shape
self.dual_shape = self.affine_transform.dual_shape
keywords = keywords.copy(); keywords['l'] = l
self.atom = atom_class(self.dual_shape, *args, **keywords)
self.constraint=False
self.atoms = [self]
def __init__(self,
smooth_class,
linear_operator=None,
offset=None,
diag=False,
l=1,
args=(),
keywords={}):
self.affine_transform = affine_transform(linear_operator, offset, diag)
self.primal_shape = self.affine_transform.primal_shape
self.coefs = np.zeros(self.primal_shape)
keywords = keywords.copy()
keywords['l'] = l
self.sm_atom = smooth_class(self.primal_shape, *args, **keywords)
self.atoms = [self]
def __init__(self,
atom_class,
linear_operator,
affine_offset,
diag=False,
l=1,
args=(),
keywords={}):
self.affine_transform = affine_transform(linear_operator,
affine_offset, diag)
self.primal_shape = self.affine_transform.primal_shape
self.dual_shape = self.affine_transform.dual_shape
keywords = keywords.copy()
keywords['l'] = l
self.atom = atom_class(self.dual_shape, *args, **keywords)
self.constraint = False
self.atoms = [self]
def __init__(self, linear_operator, binary_response, offset=None, l=1):
self.affine_transform = affine_transform(linear_operator, offset)
self.binary_response = binary_response
self.primal_shape = self.affine_transform.primal_shape
self.l = l
def __init__(self, linear_operator, binary_response, offset=None, l=1):
self.affine_transform = affine_transform(linear_operator, offset)
self.binary_response = binary_response
self.primal_shape = self.affine_transform.primal_shape
self.l = l
