Feature request - please support weight per label per sample

Currently DMatrix weight argument is per sample, the shape is `[n_samples]`.

Please allow different weights to be specified for each sample and each label, the weight shape would be `[n_samples,n_labels]`.

This would be useful in some multi-output binary classification problems where label importance are different for each sample.