Updated info about sphinx.ext.autosummary.
Merge pull request #3435 from zabbarob/patch-1

Updated info about sphinx.ext.autosummary.
ENH: vectorize boolean logical &&, ||, abs and not

Improves performance by about a factor of 5 to 10 depending on cpu.
These operations currently can't be autovectorized by gcc 4.8.