In order use the USB network interface you need to load the USB gadget kernel module:
sudo modprobe g_ether
Or, if you want to load this module every time you boot:
echo g_ether > /etc/modules-load.d/g_ether.conf
Then, the interface should be visible as usb0
.
There is an extensive BeagleBone IO python library from Adafruit.