treadwej

> regulaizer to be doing! (regulaizer --> regularizer)

>You can differentite this function according to any one of the inputs; for instance, you can compute (differentite instead of differentiate)

On the 6th line: >"The second, more geometric, defition is that any chord" ("definition" was spelt "defition")