This weed has over the last month or so invaded my garden. Although it has no flowers it looks like a plant with purple flowers that I've previously accepted into my garden in small quantities, and this invasion certainly didn’t happen last year.
Should I remove it all now or will it naturally be killed off in the cold weather?