Here is one approach-
def normalize(vectors: List[(String, INDArray)]) = {
vectors.map(
(value: (String, INDArray)) => {
val vec: INDArray = value._2
val vec2: INDArray = vec.mul(vec)
val total = vec2.sumNumber()
value._2.div(sqrt(total.doubleValue()))
}
)
}