As for "notebook --pylab inline" is not supported any more, update the related documentation for this.

Author: Cong Yue <yuecong1104@gmail.com>

Closes #5111 from yuecong/patch-1 and squashes the following commits:

872df76 [Cong Yue] Update the command to use IPython notebook