API for slds-lmu/paper_2021_multi_fidelity_surrogates
Surrogate benchmarks for HPO problems
| Global functions | |
|---|---|
| .f | Source code |
| .onLoad | Source code |
| ObjectiveONNX | Man page |
| augment_with_munge | Source code |
| benchmark_configs | Man page |
| cfgs | Source code |
| char_to_int | Source code |
| clip_01 | Source code |
| convert_for_onnx | Source code |
| convert_storage_type | Source code |
| default_model_config | Source code |
| fit_surrogate | Source code |
| keras_to_onnx | Source code |
| learner_on_task | Source code |
| make_architecture | Source code |
| make_embedding | Source code |
| make_embedding_dt | Source code |
| mfsurrogates | Man page |
| mfsurrogates-package | Man page |
| munge_data | Source code |
| preproc_borehole_surrogate | Source code |
| preproc_branin_surrogate | Source code |
| preproc_currin_surrogate | Source code |
| preproc_data_fcnet | Source code |
| preproc_data_lcbench | Source code |
| preproc_data_nb301 | Source code |
| preproc_data_rbv2_aknn | Source code |
| preproc_data_rbv2_glmnet | Source code |
| preproc_data_rbv2_ranger | Source code |
| preproc_data_rbv2_rpart | Source code |
| preproc_data_rbv2_super | Source code |
| preproc_data_rbv2_svm | Source code |
| preproc_data_rbv2_xgboost | Source code |
| preproc_data_task_set | Source code |
| preproc_glmnet_surrogate | Source code |
| preproc_hartmann_surrogate | Source code |
| preproc_rpart_surrogate | Source code |
| sample_max | Source code |
| scale_base | Source code |
| scale_base_0_1 | Source code |
| scale_log_left_standard | Source code |
| scale_neg_exp | Source code |
| scale_sigmoid | Source code |
| scale_standard | Source code |
| split_by_col | Source code |
| trafo_numerics | Source code |
| tune_surrogate | Source code |
| weights_from_target | Source code |
