I only train in my shorts to be honest. There is nothing like being barefoot and shirtless navigating through the environment! It's such a free feeling!
However, winter is drawing near so (unless you are crazy) you will want to have some clothes on. I would just wear any T-shirt, Hoodie, and Sweatpants. In the end, it's whatever you feel most comfortable in!