I haven't messed with LEDs in this range (yet), but have done some 70ma with a LM317 wired as a constant current supply. Problem though, is its 1 amp max, and uses about 1.25 volts. So for a 3.9 volt LED, a 6 volt supply. 3 in parallel would require a supply greater than 3 amps, or it will get hot.
I think this could work for you, as you most likely do want or actually need to drive your LEDs at max 1000ma.
Couldn't find my notes for calculating the resistor, but the equation is in the data sheet for LM317, and its simple.