DOC: Update 1.8.0 release notes.

Order highlights by significance. This is a subjective judgement.
Mention the linalg enhancements and illustrate with an example.
Merge pull request #3886 from charris/update-1.8.0-notes

DOC: Update 1.8.0 release notes.