Github is broken and the site uses Github pages, I believe. Should be fine now, but they had this going on:
EDIT: Actually, it keeps going up and down.
Tried a manual install via github, but seeing the same on https://pypi.org/.
Update - We are investigating issues with our CDN rendering static assets. We are monitoring progress and will provide updates when we have them.
Jun 8, 10:10 UTC