Added utility to compute standard deviation. Made method to compute min and max work properly with infinities and NaNs.
Made regression tree generics more permissive.
Added method to remove a sample from the sufficient statistics for a univariate Gaussian.
Updated variance threshold splitter to use incremental Gaussian for a speed improvement.