[Python] Shap text plot does not show properly in notebook

I am running the demo code provided here. But I do not get the same plots with the nice coloring and highlights.

Here is how it looks like in the source notebook:



Here is how mine looks like



I am running jupyter 7.3.3. Any thoughts on how to fix this?

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