Roughly factor of 10 speedup by getting rid of zip().
And in map screen as well.
With tests as well.
Adding entry to CHANGES.txt.
Use column_stack as per @rkern's suggestion, refactor tests.
Merge master and resolve conflict.
Merge pull request #228 from enthought/enh/fast-grid-mapper

Fast grid mapper