Only show posterior variance

[jamesrobertlloyd]

Without the posterior mean - might be less misleading?

[duvenaud]

That's a great idea. Although, there's also nothing special about +- 2SD either - what if we plotted posterior density continuously using shading or color?

[duvenaud]

Something like this: