I live in London and have a small patio garden. This year a large plant grew in one of the pots which I am assuming is a weed. Purple flowers have just started blooming on it and I was just curious to what this plant is.
It quite tall, and has large leaves, and purple flowers with five heart shaped petal leaves (please see photograph)

Any help would be appreciated.

Thanks