from shogun.Features import LongIntFeatures from numpy import array, int64, all # create dense matrix A A=array([[1,2,3],[4,0,0],[0,0,0],[0,5,0],[0,0,6],[9,9,9]], dtype=int64) # ... of type LongInt a=LongIntFeatures(A) # print some statistics about a print a.get_num_vectors() print a.get_num_features() # get first feature vector and set it print a.get_feature_vector(0) a.set_feature_vector(array([1,4,0,0,0,9], dtype=int64), 0) # get matrix a_out = a.get_feature_matrix() print type(a_out), a_out.dtype print a_out assert(all(a_out==A))
