Configuring the default theme for JupyterLab

In JupyterLab I use the darcula theme and have created a bokeh theme which works well with that.

Currently I’m manually setting the theme in each and every notebook:

plt.curdoc().theme = Theme(filename='darcula.yaml')

Is there some way to have my custom darcula theme used by default?