def __init__(self,
gamma=1.0,
n_components=100,
random_state=None,
minibatch_size=128,
max_iter=1000,
n_pass=1,
tol=1e-8,
alpha=10.,
lbda=0.,
verbose=False,
update_b=True,
philippe_update=False):
RBFSampler.__init__(self,
gamma=gamma,
n_components=n_components,
random_state=random_state)
self.minibatch_size = minibatch_size
self.max_iter = max_iter
self.n_pass = n_pass
self.tol = tol
self.alphaN = alpha
self.lbda = lbda
self.verbose = verbose
self.update_b = update_b
self.philippe_update = philippe_update
def __init__(self,
gamma=1.0,
n_components=100,
random_state=None,
minibatch_size=128,
max_iter=1000,
n_pass=1,
tol=1e-8,
alpha=10.,
lbda=0.,
verbose=False,
update_b=True):
RBFSampler.__init__(self,
gamma=gamma,
n_components=n_components,
random_state=random_state)
self.verbose = verbose
self.update_b = update_b
self.intial_loss = 0.0
self.end_loss = 0.0
self.n_components = n_components
self.gamma = gamma
