def construct_coder(self,alpha = 0.5,n_nonzero = 4,algo = "lars"):
D = self.dictionary_builder()
self.coder = SparseCoder(dictionary=D, transform_n_nonzero_coefs=3,
transform_alpha=alpha, transform_algorithm="threshold")
