According to the Ray Wenderlich tutorial, I done the following :
Step 1 - I downloaded CorePlot_1.4.zip o
CorePlot has released 1.5.1 to work with Xcode 5.1. You only need to copy the CorePlotHeaders folder and the libCorePlot-CocoaTouch.a file to your project.
You can download it from here.