I had to do a combination of other people's answers on this thread.
Install the NetStandard.Library via NuGet
Manually editing the .csproj file and adding the reference.
Expanding project-->References in the VS Solution Explorer, right clicking on 'netstandard' and showing the properties page and setting "Copy Local" to true.