Well, technically you don't dim the power supply..
LDD's are dimmed using Pulse Width Modulation..
Normally 5V since this is easy from the "logic" part of the dimmer/programmers (3.3V as well)
The driver is rapidly turned on/off at a certain time frame simulating dimming..
50% PWM means the lights are on 50% of the time, and off 50% of the time.
So it's a control circuit..
Easiest way is to find a dimmer that natively outputs 5V PWM.
Corallux storm, Steves LED Hurricane, Bluefish and bluefish mini.
As mentioned earlier most of the OTHER types like you listed actual do the same thing BUT do it to the ACTUAL power going to the diodes using MOSFET "switches"
This isn't done w/ constant current drivers in general..
Inside is a logic circuit you can program that uses 5v PWM (usually) onto the gate of a MOSFET.
The "hack" just adds a wire to that gate (bypassing the use of the MOSFETS to tap off the 5V and use it directly on an LDD..
you need either 10 drivers or 20 drivers.. mA determined by what the diodes can "take"
1000mA on the violets would, more than likely, make them very short lived..
Most list the board as an LDD drive board..

Again Ijust recommend the HW ones so you can just direct solder them and not use the boards..for now.