It is and it is not. Apparently, there are a lot of different kinds of plants that are all falling under the morning glory category. The one we mostly know and is grown as a flower is not edible. Here is a wikipedia entry :)
https://en.wikipedia.org/wiki/Morning_glory

We always learn more!