I never did yoga much at all. You can develop a lot of power and siddhis without it. I'd argue you can even technically raise the kundalini without it too, though its painful. I can't speak on whether reliable results are obtainable however, as I don't have this. Yoga is just one part of the equation, it would likely be harder but not impossible at all.