def __init__(self, filename=None, theta=None, data=None):
if filename is not None:
self.theta = io.load_theta(filename)
else:
self.theta = theta
self.data = data
self.labeled_data = True
self.eval_data = None
self.y_known = None
def __init__(self, filename=None, theta=None, data=None):
"""Initialize with filename for parameters theta or actual numpy array. These are helpful for evaluation after
training."""
if filename is not None: # Can provide filename with value of theta
self.theta = io.load_theta(filename)
else:
self.theta = theta
self.data = data
self.labeled_data = False