Some notebooks take long to load

[stefsmeets]

The plotly plots are very heavy, especially if we are rendering 70k points for ~80 atoms or having multiple in the same notebook. Consider setting the backend to matplotlib for some of the notebooks.

[stefsmeets]

The shape notebook has this solution for plotly:

img_bytes = fig.to_image(format="png")
display(Image(img_bytes))