Help in identifying best available development framework and language for native app development for Windows and mac osx desktops through single code base

Hi Guys
i am try to identify the right development framework and technology for developing GUI application which can run on windows and mac osx. 
i am sure that there will be specific handling for both of these os, but at the same time there could lot of code can be same.
is it possible to fulfill requirements of both these OS's through single code base. As of now i am more experienced with Dotnet C# on windows.
Regards
Mukesh Vashisth

Just wanted to quickly confirm
before i dive into xamarian.
Is Xamerian can be Used to build applications for MAC and Windows PC along with mobile devices.

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