def features_dense_modular (A=matrixA,B=matrixB,C=matrixC): a=RealFeatures(A) b=LongIntFeatures(B) c=ByteFeatures(C) # or 16bit wide ... #feat1 = f.ShortFeatures(N.zeros((10,5),N.short)) #feat2 = f.WordFeatures(N.zeros((10,5),N.uint16)) # print(some statistics about a) # get first feature vector and set it a.set_feature_vector(array([1,4,0,0,0,9], dtype=float64), 0) # get matrices a_out = a.get_feature_matrix() b_out = b.get_feature_matrix() c_out = c.get_feature_matrix() assert(all(a_out==A)) assert(all(b_out==B)) assert(all(c_out==C)) return a_out,b_out,c_out,a,b,c
def features_dense_real_modular (A=matrix): # ... of type Real, LongInt and Byte a=RealFeatures(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=float64), 0) # get matrix a_out = a.get_feature_matrix() assert(all(a_out==A)) return a_out
def features_dense_real_modular(A=matrix): # ... of type Real, LongInt and Byte a = RealFeatures(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=float64), 0) # get matrix a_out = a.get_feature_matrix() assert (all(a_out == A)) return a_out