Taisan Guesthouse and Cosmic Guesthouse are close to each other, in the north and south of Tsim Sha Tsui MTR Station. Both can be reached from China Ferry Terminal by foot and within walking distance to Avenue of Stars. Cosmic is a little closer. You should take MTR to Central and then take bus or walk to the Peak. Personally, I think taisan seems to be better.