syne_tune.blackbox_repository.conversion_scripts.scripts package

Subpackages

• syne_tune.blackbox_repository.conversion_scripts.scripts.lcbench package
  • Submodules
    • syne_tune.blackbox_repository.conversion_scripts.scripts.lcbench.api module
      • Benchmark
    • syne_tune.blackbox_repository.conversion_scripts.scripts.lcbench.lcbench module
      • convert_task()
      • LCBenchRecipe

Submodules

• syne_tune.blackbox_repository.conversion_scripts.scripts.fcnet_import module
  • convert_dataset()
  • generate_fcnet()
  • plot_learning_curves()
  • FCNETRecipe
• syne_tune.blackbox_repository.conversion_scripts.scripts.hpob_import module
  • serialize()
  • deserialize()
  • generate_hpob()
  • convert_dataset()
  • load_data()
  • merge_multiple_dicts()
  • HPOBRecipe
  • HPOBRecipe4796
  • HPOBRecipe5527
  • HPOBRecipe5636
  • HPOBRecipe5859
  • HPOBRecipe5860
  • HPOBRecipe5891
  • HPOBRecipe5906
  • HPOBRecipe5965
  • HPOBRecipe5970
  • HPOBRecipe5971
  • HPOBRecipe6766
  • HPOBRecipe6767
  • HPOBRecipe6794
  • HPOBRecipe7607
  • HPOBRecipe7609
  • HPOBRecipe5889
• syne_tune.blackbox_repository.conversion_scripts.scripts.icml2020_import module
  • download()
  • serialize_deepar()
  • serialize_xgboost()
  • XGBoostRecipe
  • DeepARRecipe
• syne_tune.blackbox_repository.conversion_scripts.scripts.nasbench201_import module
  • str_to_list()
  • convert_dataset()
  • NASBench201Recipe
• syne_tune.blackbox_repository.conversion_scripts.scripts.pd1_import module
  • convert_task()
  • PD1Recipe
  • serialize()
  • deserialize()
• syne_tune.blackbox_repository.conversion_scripts.scripts.tabrepo_import module
  • generate_tabrepo()
  • convert_dataset()
  • TabrepoRecipe
  • TabrepoRecipeKNeighbors
  • TabrepoNeuralNetTorch
  • TabrepoExtraTrees
  • TabrepoCatBoost
  • TabrepoXGBoost
  • TabrepoLightGBM
  • TabrepoLinearModel
  • TabrepoRandomForest
• syne_tune.blackbox_repository.conversion_scripts.scripts.yahpo_import module
  • download()
  • BlackBoxYAHPO
    • BlackBoxYAHPO.set_instance()
    • BlackBoxYAHPO.instances
    • BlackBoxYAHPO.fidelity_values
    • BlackBoxYAHPO.time_attribute
  • cs_to_synetune()
  • instantiate_yahpo()
  • serialize_yahpo()
  • YAHPORecipe