Our PyMC3 port is complete!

[mmargenot]

Please feel free to contact either Thomas or myself with any concerns you might have about our changes!

[mmargenot]

There were some changes made to PyMC3 related to positional arguments so I went through and corrected the examples that would have been affected.

[CamDavidsonPilon]

Thanks for the general cleanup of some of my old code too! 👌
Overall, changes look good. I'm going to pull it locally and play around with PyMC3 too

[CamDavidsonPilon]

1. In the added header, you have my name as Cam Pilon, can you update it to Cam Davidson-Pilon?
2. In place of commented-out code, I think we should just delete it entirely. No value in keep it around.
3. The matplotlib styles are not the the same, but I can go through later and fix this (it happens often when another contributor wants to add content, but has rerun the plotting code).

[mmargenot]

Is there anywhere in particular that has commented-out code in an obtrusive place? I'm going through the individual scripts as they seem to have some.

What is the style that you are using? I can make a note to use it every time I re-run plots.

[CamDavidsonPilon]

It's the .py scripts mostly. A couple ways to update the style:

1. (brute force) replacing the matplotlibrc file on your comp with https://github.com/CamDavidsonPilon/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers/blob/master/styles/matplotlibrc
2. using the code: ply.styles.use('bmh') before plotting anything (and I guess deleting the cell)
3. Ignore it 💃

[mmargenot]

I think I may ignore it for now.
💃 💃 💃

[mmargenot]

Plot style should be good for each chapter now.

[CamDavidsonPilon]

👍 happy with this. Merging!