I had this issue also. I deactivated all plugins, then activated the events plugin first. My events showed back up. After going through all my plugins….
My issue was it conflicted with WooCommerce. What I did was change the page slug from “events” to “calendar”. I did this on the events page and in the “The Events Calendar” settings. Then my events showed back up.