In this paper we study It\^o calculus on the noncommutative torus, by using 
the idea of the deformation together with the noncommutative relations. Using
 a standard differential structure for the noncommutative torus, we use a purely
 algebraic deformation theory, which in the classical case would give a differential
 graded algebra including the classical It\^o formulae.