While keyboard play is possible, Street Fighter is designed for a d-pad or an arcade stick. The Reloaded version supports XInput, making Xbox and PlayStation controllers easy to map.
Here is the bottom line. If you are a tournament player or want to practice against real humans online, buy the official Ultra Street Fighter IV on Steam. The netcode is serviceable, and you will find lobbies. ultra street fighter ivreloaded fitgirl repack