In the Object Window (the one where you access all the game's items), expand the Actor branch, then click on Perk. The list to the left should now show all of the perks. Right click them to add/modify/delete.
Clicking the top menu bar button titled Character, then clicking Actor Values, will bring up a dialog window where you can select major skills and edit the actual perk trees linked to them.