code: def huang_ng_dissim():
      KModes(
          n_clusters=K,
          init="Huang",
          cat_dissim=ng_dissim,
          n_init=1,
          verbose=2,
      ).fit_predict(data)
  
imports: import timeit
  import numpy
  from kmodes.kmodes import KModes
  from kmodes.util.dissim import ng_dissim
label_desc: Use image node_id 2 for calling a global function with example usage: huang_ng_dissim() without return types