def __init__(self, **kwargs):
'''
'''
self.size = kwargs.get('size')
self.rate = kwargs.get('rate', 0.01)
self.weights = kwargs.get('weights', np.zeros(size, 'd'))
self.kernel = kwargs.get('kernel', kernel.dot_product())
def __init__(self, **kwargs):
''' Create a new instance of the Perceptron.
:param size: The size of the neuron (weights)
:param rate: The learning rate of the system
:param kernel: The underlying kernel to use for comparison
'''
self.size = kwargs.get('size')
self.weights = kwargs.get('weights', np.zeros(self.size, 'd'))
self.rate = kwargs.get('rate', 1.0)
self.bias = kwargs.get('bias', 0.0)
self.kernel = kwargs.get('kernel', kernel.dot_product())
