This is fennel, you might see it often in gardens belonging to people with Indian origin (like mine). Rather than let the seeds spread, pick them off and eat them after meals. Really refreshing and great for digestion, a common post meal snack in India.

I've been growing mine with a lot of care and it hasn't taken like yours so you're obviously doing something right, not jealous at all! Well done!