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
