The game isn't optimized for Keyboard and Mouse, but it is possible.
WASD >>>>to Move
E >>>>to pick up
Q >>>>to drop
Left Shift >>>>to run
Left Ctrl >>>>to sneak
Mouse >>>>to look
Right Click >>>>to aim (left click to throw)
Left Click >>>>to drop
Scroll Wheel >>>> to change gear
F >>>>to interact