Yes, the game is supported on Windows 10, but in order to install it you will have to use the Store application available within Windows 10. If you don't find it, press Windows + Q and type Store then launch the application. The Search button is available on the upper-right area of the store. Type angry birds space and then you'll see the results. Keep in mind that the product costs money.
