If you get the following error message with Tensorflow on mac
tensorflow The kernel appears to have died. It will restart automatically
a solution is to add the following lines:
import os
os.environ['KMP_DUPLICATE_LIB_OK']='True'
This solution helped me to solve my problem when I tried to run the following tutorial: "Basic regression: Predict fuel efficiency" on my mac.