Unbundle tensorflow from spark-tensorflow-distributor

[sarthfrey]

I found many users wanted a CPU only version of tensorflow, and so it is better to unbundle tensorflow and make it clear that the user should install tensorflow themselves. Instructions are provided to do this in the diff.