If you are looking for a slightly more static version of GUI which is less about moving visuals, you should check out Tkinter which comes as python's default GUI
On the other hand, if you want to make "small games like Space Invaders, Snake...", the pygame module would provide you with a great set of tools to easily create these games. I suggest you check them both out and see which one suits your needs better.
Good Luck