GeoJSON default zoom

The following code renders a map. I am specifying values for minZoom and maxZoom and those are honored. The map starts at maxZoom, but I would like it to start at a value between minZoom and maxZoom? How can I specify that? I thought the answer was to add a “zoom” property to “layer_options”, but that doesn’t work.

from IPython.display import GeoJSON
data = {
    'type': 'Feature',
    'geometry': {
        'type': 'Point',
        'coordinates': [-118.4563712, 34.0163116]
    }
}
GeoJSON(data, layer_options={'minZoom': 2, 'maxZoom': 19})