Although no memory effect in Li ion batteries, all batteries do have a limited number of recharge cycles, before they start failing. Some are rated as 500 cycles, some 1000, which is why laptop and phone batteries always go after about a year or two. So I would avoid charging it unnecessarily, since it is not simple and cheap to replace the iPad battery.