code: def _tpe_suggest(new_ids, domain, trials, seed):
      return hyperopt.tpe.suggest(
          new_ids,
          domain,
          trials,
          seed,
          prior_weight=prior_weight,
          n_startup_jobs=startup_jobs,
          n_EI_candidates=EI_candidates,
          gamma=gamma,
      )
  
file_path: guildai/examples/hyperopt/tpe.py
imports: import logging
  from guild import batch_util
  from guild import flag_util
  from guild import index
  import numpy
  import hyperopt
label_desc: Use image node_id 6 for calling a global function with example usage: _tpe_suggest(new_ids, domain, trials, seed) and returns: hyperopt