Fix a few typos and update broken links
Merge pull request #26 from pelmers/patch-1

Fix a few typos and update broken links
Merge pull request #25 from williampw/master

Added an rc_context decorator to preserve rcParams.
Merge remote-tracking branch 'upstream/master'