Jupyter Cell output of data array -- can I enable automatic coloring based on value?

Cell outputs in Jupyter Notebooks are rendered as tables (with alternating row colors if enabled) e.g.

When I click on the second to last icon, the table gets opened in a dataview window which applies a color map based on value.

 I think this view is quite helpful when viewing numpy arrays. Is it possible to get this type of output automatically in the cell output? It does not have to be exactly this output, just coloring based on value.