I have a sequential dataset.
For example, x1, x2, x3
and a corresponding label y
.
I want to expand data only in training session like
[x1, x2, x3] -> [(x1, x2, x3), (x2, x1, x3), (x2, x3, x1)]
for label y
and in validate and test session. I don’t expand data just use [x1, x2, x3]
How can i augment data only in training time???
and I dont use pytorch dataloader.