I use the Anaconda Python distribution: Python 2.7 x64 with Windows 7 SP1 x64 Ultimate.
When I do import matplotlib.pyplot I get ImportError: DLL load
import matplotlib.pyplot
ImportError: DLL load
I fixed this by installing libpng:
conda install libpng