Not to plug one of my own answers to much, but here's a basic example.
http://stackoverflow.com/questions/20144529/shifted-colorbar-matplotlib

I've been meeting to submit a PR with a more full featured version for a
few years now, but haven't.
On Jun 5, 2015 4:45 PM, "Sourish Basu" <sourish.b...@gmail.com> wrote:

>  On 06/05/2015 01:20 PM, Eric Firing wrote:
>
>
> Reminder: in matplotlib, color mapping is done with the combination of a
> colormap and a norm.  This allows one to design a norm to handle the
> mapping, including any nonlinearity or difference between the handling
> of positive and negative values.  This is more general than customizing
> a colormap; once you have a norm to suit your purpose, you can use it
> with any colormap.
>
> Maybe this is actually what you are already doing, but I wanted to point
> it out here in case some readers are not familiar with this
> colormap+norm strategy.
>
>
> Actually, I didn't use norms because I never quite figured out how to use
> them or how to make my own. If there's a way to create a norm with a custom
> mid-point, I'd love to know/use that.
>
> -Sourish
>
>
>
> Eric
>
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