What is this plant I purchased last year at Home Depot?
This looks like Jimsonweed. It is considered a weed and not something that would be sold at the store.
It should be noted that all parts of this plant are extremely toxic. Handle it with disposable gloves, do not burn it, as the smoke can be dangerous as well.