NASA APOD website is an awesome place to see lots of wonderful pictures about the universe.
Now, you can view that via the simple app - NASA APOD Viewer. It allows you to favorite a date or shake to view a randomly selected date.

Also, all history are stored and can be reviewed in "History" list.