Photos disappearing from new Photos app

After the new Photos app installed, I spent some time going through and removing duplicates and photos I didn't want. However, a number of photos I did want disappeared. They were still in the folders in the Photo Library Package Contents, I just couldn't find them in the app. Any idea what the problem is or how to fix it?