I have data sets A and B. A is a matrix which shape is [169594, 22] B is a matrix which shape is [169594,1] B consists of (0, 1, 2, 3, 4, 5) which is the label of each row of A.
So, I would like to separate Data of A into each labels.
So my code is as below.
I am beginner in Python, so this code is not work.
If this code is work well, the expected result is as below.
aa[xxx, 22]
bb[xxx, 22]
cc[xxx, 22]
dd[xxx, 22]
ee[xxx, 22]
ff[xxx, 22]
How can I solve this problem? Thank you!
You could reshape B
into a 1D array and then use boolean indexing
on A
.
B = B.reshape(-1, )
aa = A[B == 0, :]
bb = A[B == 1, :]
cc = A[B == 2, :]
dd = A[B == 3, :]
ee = A[B == 4, :]
ff = A[B == 5, :]
Or, even better, keep segregated items in a list.
l = []
for i in range(6):
l.append(A[B == i, :]
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