Tutorial update

[dmasad]

The tutorial can still be edited, but I think we should merge it in to eliminate some confusion and give users an entry point.

[coveralls]

Coverage remained the same at 59.196% when pulling 6486bfe on tutorial_update into 1d84298 on master.

[jackiekazil]

FYI -- @dmasad build is fixed w/ update to numpy in the requirements.

[coveralls]

Coverage remained the same at 59.196% when pulling c25bf98 on tutorial_update into 1d84298 on master.

[jackiekazil]

Still not complete yet... I am going to try to push out tomorrow. Note to self, you left off at...

Batch Run

[coveralls]

Coverage remained the same at 59.196% when pulling 6f05336 on tutorial_update into 1d84298 on master.

[coveralls]

Coverage remained the same at 59.196% when pulling 14c1812 on tutorial_update into 1d84298 on master.

[coveralls]

Coverage remained the same at 59.196% when pulling 4cc3203 on tutorial_update into 1d84298 on master.

[jackiekazil]

@dmasad I was able to get the tutorial passing once when I removed version numbers on the requirements file, because I thought there might be a bug. So I updated those, but I wasn't able to get it to pass again. Let me know if you find anything else.

For now, I will continue with the rest of the tutorial. Sorry this is taking longer than expected.

[coveralls]

Coverage remained the same at 59.196% when pulling be8da78 on tutorial_update into 1d84298 on master.

[coveralls]

Coverage remained the same at 59.196% when pulling f3ec9a4 on tutorial_update into 1d84298 on master.

[coveralls]

Coverage remained the same at 59.196% when pulling 51b3716 on tutorial_update into 1d84298 on master.

[jackiekazil]

@dmasad I am done... I did a build and after removing version numbers of numpy and scipy that seems to fix it. This is not a long term solution because it leaves the rest of the project unstable because there are no version numbers in the requirements. How do you think we should proceed?

[coveralls]

Coverage remained the same at 59.196% when pulling 347b788 on tutorial_update into 1d84298 on master.