[graph-tool] Can I use graph-tool for analyzing temporal network?

Hello all, I'm going to choose and install a network tool for analyzing a kind of temporal weighted and directed complex network. is graph-tool suitable for it? if no, can any one suggest a right tool for it? Best regards, Sara