Minibatch oversampling
🚀 Feature
option for over-sampling mini batches for imbalanced classes
Motivation
many datasets have large class imbalances and in lightning this needs to be implemented manually
Pitch
Make an option in trainer function which would allow someone to change the class balances sampled for the mini batch.