Add helpers to compute min/max values for arrays.

Add helpers for multiplying arrays element-wise.
Refactor helper for computing class distribution.
Add stratified sampling helpers.
Add Poisson-distributed RNG.
Initial version of stratified sampling in NN (disabled by default).
Merge branch 'master' of https://github.com/0xdata/h2o