
1. Set the page view controller as initial view controller
2. Change the transition style to scroll

class PageViewController: UIPageViewController, UIPageViewControllerDataSource {
    override func viewDidLoad() {
        self.dataSource = self
        let controller = createViewController()
        self.setViewControllers([controller], direction: .forward, animated: false, completion: nil)
    }
    func pageViewController(_ pageViewController: UIPageViewController, viewControllerBefore viewController: UIViewController) -> UIViewController? {
        let controller = createViewController()
        return controller
    }
    func pageViewController(_ pageViewController: UIPageViewController, viewControllerAfter viewController: UIViewController) -> UIViewController? {
        let controller = createViewController()
        return controller
    }
    func createViewController() -> UIViewController {
        var randomColor: UIColor {
            return UIColor(hue: CGFloat(arc4random_uniform(360))/360, saturation: 0.5, brightness: 0.8, alpha: 1)
        }
        let storyboard = UIStoryboard(name: "Main", bundle: nil)
        let controller = storyboard.instantiateViewController(withIdentifier: "View Controller")
        controller.view.backgroundColor = randomColor
        return controller
    }
}
This is what the final project looks like, you get a view controller with different color with every scroll:
