Fix doc of set_subtensor and inc_subtensor.
Add new section in doc. Otherwise, it was included in the "Shaping and Shuffling" section.
Update Ubuntu doc to specify reboot is needed and tell about the new DEB option.
Merge pull request #1479 from nouiz/doc

Doc