I think we should keep the documentation for one previous release on the website.
Users that don't upgrade soon after a release will not have the documentation for their version available anymore.
(might affect mainly users that wait for the update from their distribution manager.)
added new label type-task similar to what scipy uses
DOC: Make note to keep old docs online. Closes #1068.