Using Gradle or Android Studio, try adding a dependency on com.android.support:cardview-v7.
There does not seem to be a regular Android library project at this time for cardview-v7, leanback-v17, palette-v7, or recyclerview-v7. I have no idea if/when Google will ship such library projects.