syne_tune.optimizer.schedulers.searchers.bayesopt.utils package

Submodules

• syne_tune.optimizer.schedulers.searchers.bayesopt.utils.comparison_gpy module
  • ThreeHumpCamel
    • ThreeHumpCamel.search_space
    • ThreeHumpCamel.evaluate()
  • branin_function()
  • Branin
    • Branin.search_space
    • Branin.evaluate()
  • BraninWithR
    • BraninWithR.evaluate()
  • Ackley
    • Ackley.search_space
    • Ackley.evaluate()
  • SimpleQuadratic
    • SimpleQuadratic.search_space
    • SimpleQuadratic.evaluate()
  • evaluate_blackbox()
  • sample_data()
  • expand_data()
  • data_to_state()
  • decode_inputs()
  • assert_equal_candidates()
  • assert_equal_randomstate()
• syne_tune.optimizer.schedulers.searchers.bayesopt.utils.debug_log module
  • DebugLogPrinter
    • DebugLogPrinter.start_get_config()
    • DebugLogPrinter.set_final_config()
    • DebugLogPrinter.set_state()
    • DebugLogPrinter.set_targets()
    • DebugLogPrinter.set_model_params()
    • DebugLogPrinter.set_fantasies()
    • DebugLogPrinter.set_init_config()
    • DebugLogPrinter.set_num_evaluations()
    • DebugLogPrinter.append_extra()
    • DebugLogPrinter.write_block()
• syne_tune.optimizer.schedulers.searchers.bayesopt.utils.test_objects module
  • build_kernel()
  • default_gpmodel()
  • default_gpmodel_mcmc()
  • RepeatedCandidateGenerator
    • RepeatedCandidateGenerator.generate_candidates()
  • Quadratic3d
    • Quadratic3d.search_space
    • Quadratic3d.f_min
  • tuples_to_configs()
  • create_exclusion_set()
  • create_tuning_job_state()