I got it working back in April and that project still works fine.
It's my understanding that the Fabric is now included when scaffolding a project using the SharePoint Framework template but I haven't verified it. Not sure if this was always the case or something new since April but back then I added it myself:
npm --save install office-ui-fabric-react
npm --save install @uifabric/example-app-base