Files in slds-lmu/paper_2021_multi_fidelity_surrogates
Surrogate benchmarks for HPO problems
.Rbuildignore
.gitignore
DESCRIPTION
NAMESPACE
R/BenchmarkConfig.R
R/BenchmarkConfigs.R
R/ObjectiveONNX.R
R/data_augmentation_munge.R
R/fit_surrogate.R
R/helpers.R
R/keras_helpers.R
R/preproc_fcnet.R
R/preproc_lcbench.R
R/preproc_nasbench_301.R
R/preproc_rbv2.R
R/preproc_synthetics.R
R/preproc_task_set.R
R/scalers.R
R/zzz.R
README.Rmd
README.md
attic/bohb_branin_test.py
attic/bohb_lcbench_test.py
attic/bohb_nb301_test.py
attic/bohb_rbv2_super_test.py
attic/branin.R
attic/cs_ps.R
attic/get_task_set.py
attic/mlflow.R
attic/rbv2_split_train_test.R
attic/rbv2_super.R
attic/rbv2_test_tasks.R
attic/read_fcnet_files.R
attic/rs.R
attic/sample_rbv2_super.R
attic/surrogate_analysis/README
attic/surrogate_analysis/lag_anal.R
attic/surrogate_analysis/nn_surrogates.R
attic/surrogates.R
attic/task_corr.R
attic/task_set.R
attic/test_cs_ps.R
inst/instances.rds
man/ObjectiveONNX.Rd
man/benchmark_configs.Rd
man/mfsurrogates-package.Rd
paper/collect_data/process_memory.R
paper/collect_data/rbv2/rbv2_parse_memory.py
paper/collect_data/rbv2_superevals.R
paper/viz_tables/.gitignore
paper/viz_tables/metadata.py
paper/viz_tables/surrogate_performances.R
paper/viz_tables/table_benchmark_sets.R
paper/viz_tables/table_overview.R
paper/viz_tables/tables_benchmark_instances.tex
paper_2021_multi_fidelity_surrogates.Rproj
src/BenchmarkConfig.py
src/ObjectiveONNX.py
src/configspaces/configspace_branin_drop_fidelity.json
src/configspaces/configspace_lcbench_drop_OpenML_task_id_epoch.json
src/configspaces/configspace_lcbench_drop_epoch.json
src/configspaces/configspace_nb301_drop_epoch.json
src/configspaces/configspace_rbv2_super_drop_trainsize_repl_task_id.json
src/configspaces/configspace_rbv2_super_drop_trainsize_repl_task_id_bugged.json
tests/testthat.R
tests/testthat/test_cummean_var.R
tests/testthat/test_helpers.R
tests/testthat/test_predict_equal.R
tests/testthat/test_scalers.R
tests/testthat/test_structure.R
tests/testthat/test_surrogate_predict.R
vignettes/.gitignore
vignettes/fitting_surrogates.Rmd
vignettes/overview.Rmd
vignettes/random_search.Rmd
