Trouble Booting El Capitan After Time Machine Restore

Hey,

After installing El Capitan using the guide, I tried restoring a previous backup from time machine using the "Boot from Recovery" option from the boot menu. It restored Success fully, but when I try booting, it gives me the slashed circle after the apple logo flashes. The only way I can boot it is in safe mode, but I cant really do much because there seems to be a graphics issue. Any ideas on how to fix this?

Author: @Nin9god