code: def show_inline_matplotlib_plots():
      
      if 'matplotlib' not in sys.modules:
          # matplotlib hasn't been imported, nothing to do.
          return
  
      try:
          import matplotlib as mpl
          from ipykernel.pylab.backend_inline import flush_figures
      except ImportError:
          return
  
      if mpl.get_backend() == 'module://ipykernel.pylab.backend_inline':
          flush_figures()
docs: Show matplotlib plots immediately if using the inline backend.
  
      With ipywidgets 6.0, matplotlib plots don't work well with interact when
      using the inline backend that comes with ipykernel. Basically, the inline
      backend only shows the plot after the entire cell executes, which does not
      play well with drawing plots inside of an interact function. See
      https://github.com/jupyter-widgets/ipywidgets/issues/1181/ and
      https://github.com/ipython/ipython/issues/10376 for more details. This
      function displays any matplotlib plots if the backend is the inline backend.