Node eigenvector centrality

I recently started using networkx and i have the folowing problem. I have a weighted graph:

Each node have a weight and represent a person
Nodes are interlinked with weighted edges
I would like to assign a score for nodes, and in order to do so i would like to use the eigen vector centrality. However, eigen vector centrality take only into consederation weights of the edges and not the weights of nodes.

Anyone know how to use eigenvector centrality with weights of nodes or others metrics/algorithms that take in consideration weights of nodes. Thanks!