>>> from vectionary import VectorDict
>>> vd1 = VectorDict(a=1, b=2)
>>> vd1.magnitude()
2.23606797749979
>>> vd2 = VectorDict(a=2, b=1, c=2)
>>> vd1.cosine_similarity(vd2)
0.5962847939999439