While in any list swipe the row of which you want to edit to left. A list of icons will come to assist you with 'edit', 'delete' or 'share'. Tap on the 'edit' icon to proceed.
In the Edit section you can edit Note, Category, Label, Tags, Title against the item. One you are done with changing tap on the 'tick' icon at top right corner to save the changes.
