Feature Request: Force a ratio while sampling

[aymuos15]

Could you please implement a feature where we can choose the ratio for how much sampling is required. I believe now, it automatically leads to equal weight.

Something like this: https://discuss.pytorch.org/t/how-to-handle-imbalanced-classes/11264/2

But in-built.