i think it can be pretty tricky to get real intuition without having the maths around. for example: exactly what assumptions do these methods make about the kin

i think it can be pretty tricky to get real intuition without having the maths around. for example: exactly what assumptions do these methods make about the kinds of noise in the data? this can make a large difference in practice.