I don't love cold rain, but I sold my car. I do enjoy riding in summer rain.

Here's my list for making winter rain bearable:
Rain jacket with hood (goes under helmet)
Rain pants
Waterproof glove covers
Waterproof socks
Neoprene face cover
Chapstick
Travel mug full of piping hot coffee