Foundation for Apps is great framework for creating Single Page Applications. It gives many useful features like powerful Flexbox, independent scrolling, Motion UI, etc.
You can create powerful AngularJS apps easily without actually knowing AngularJS! Refer to this docs foundation.zurb.com/apps/docs
I would recommend you to go for Foundation for Apps.