tune
Tidy Tuning Tools

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API for tune
Tidy Tuning Tools

Global functions
.catch_and_log Man page Source code
.check_cens_type Source code
.check_censored_right Source code
.config_key_from_metrics Man page Source code
.config_to_.iter Source code
.estimate_metrics Man page Source code
.extract_surv_status Source code
.extract_surv_time Source code
.extract_surv_type Source code
.filter_eval_time Source code
.filter_perf_metrics Man page Source code
.get_extra_col_names Man page Source code
.get_fingerprint Man page
.get_fingerprint.tune_results Man page Source code
.get_tune_eval_time_target Man page Source code
.get_tune_eval_times Man page Source code
.get_tune_metric_names Man page Source code
.get_tune_metrics Man page Source code
.get_tune_outcome_names Man page Source code
.get_tune_parameter_names Man page Source code
.get_tune_parameters Man page Source code
.get_tune_workflow Man page Source code
.is_censored_right Source code
.is_surv Source code
.load_namespace Man page Source code
.onLoad Source code
.rlang_as_friendly_type Source code
.rlang_check_is_string Source code
.rlang_stop_unexpected_typeof Source code
.stash_last_result Man page Source code
.stop_not_number Source code
.use_case_weights_with_yardstick Man page Source code
.use_case_weights_with_yardstick.default Source code
.use_case_weights_with_yardstick.hardhat_frequency_weights Man page Source code
.use_case_weights_with_yardstick.hardhat_importance_weights Man page Source code
`%||%` Source code
`[.iteration_results` Source code
`[.resample_results` Source code
`[.tune_results` Source code
`names<-.iteration_results` Source code
`names<-.resample_results` Source code
`names<-.tune_results` Source code
acq_summarizer Source code
add_configs Source code
ames_grid_search Man page
ames_iter_search Man page
ames_wflow Man page
append_log_notes Source code
attach_pkgs Source code
augment Man page
augment.last_fit Man page Source code
augment.resample_results Man page Source code
augment.tune_results Man page Source code
autoplot Man page
autoplot.resample_results Source code
autoplot.tune_results Man page Source code
average_predictions Source code
black Source code
blank_submodels Source code
blue Source code
bold Source code
boot_metrics Source code
case_weights_column_name Source code
catalog_is_active Source code
catalog_log Source code
catch_message Source code
catcher Source code Source code
check_and_log_flow Source code
check_arg Source code
check_autoplot_eval_times Source code
check_autoplot_metrics Source code
check_backend_options Source code
check_bayes_initial_size Source code
check_bool Source code
check_call Source code
check_character Source code
check_class_and_single Source code
check_class_or_null Source code
check_closure Source code
check_data_frame Source code
check_empty_dots Source code
check_enough_eval_times Source code
check_environment Source code
check_eval_time Source code
check_eval_time_arg Man page Source code
check_eval_time_in_tune_results Source code
check_extra_tune_parameters Source code
check_filter_dots Source code
check_final_param Source code
check_formula Source code
check_function Source code
check_gp_data Source code
check_gp_failure Source code
check_grid Source code
check_initial Man page Source code
check_installs Source code
check_iter Source code
check_logical Source code
check_metric_in_tune_results Man page Source code
check_metrics Man page Source code
check_metrics_arg Man page Source code
check_mult_metrics Source code
check_name Source code
check_no_tuning Source code
check_number_decimal Source code
check_number_whole Source code
check_param_objects Source code
check_parameters Man page Source code
check_rset Man page Source code
check_select_dots Source code
check_singular_metric Source code
check_static_data Source code
check_string Source code
check_symbol Source code
check_time Man page Source code
check_time_limit_arg Source code
check_workflow Man page Source code
choose_eval_time Man page Source code
choose_framework Man page Source code
choose_metric Man page Source code
class_summarize Source code
clear_gp_results Source code
col_equals_dot_iter Source code
col_equals_dot_metrics Source code
col_equals_dot_notes Source code
col_equals_splits Source code
col_starts_with_id Source code
collect_extracts Man page Source code
collect_extracts.default Source code
collect_extracts.tune_results Man page Source code
collect_metrics Man page Source code
collect_metrics.default Source code
collect_metrics.tune_results Man page Source code
collect_notes Man page Source code
collect_notes.default Source code
collect_notes.tune_results Man page Source code
collect_predictions Man page Source code
collect_predictions.default Man page Source code
collect_predictions.tune_results Man page Source code
collector Source code
complete_steps Source code
compute_metrics Man page Source code
compute_metrics.default Man page Source code
compute_metrics.tune_results Man page Source code
conf_bound Man page Source code
conf_mat_resampled Man page Source code
contains_survival_metric Source code
control_bayes Man page Source code
control_grid Man page Source code
control_last_fit Man page Source code
control_resamples Man page
coord_obs_pred Man page Source code
create_initial_set Source code
detect_cols_iteration_results Source code
detect_cols_tune_results Source code
detect_order_cols_iteration_results Source code
detect_order_cols_tune_results Source code
determine_pred_types Source code
dplyr_reconstruct Man page
dplyr_reconstruct.iteration_results Source code
dplyr_reconstruct.resample_results Source code
dplyr_reconstruct.tune_results Source code
empty_ellipses Man page Source code
encode_set Man page Source code
engine_to_parsnip Source code
estimate_class_prob Source code
estimate_reg Source code
estimate_surv Source code
estimate_tune_results Man page Source code
eval_mirai Man page Source code
eval_select_case_weights Source code
example_ames_knn Man page
exp_improve Man page Source code
expo_decay Man page Source code
extract-tune Man page
extract_case_weights Source code
extract_case_weights_col Source code
extract_details Source code
extract_fit_engine Man page
extract_fit_engine.tune_results Man page Source code
extract_fit_parsnip Man page
extract_fit_parsnip.tune_results Man page Source code
extract_mold Man page
extract_mold.tune_results Man page Source code
extract_parameter_set_dials Man page
extract_preprocessor Man page
extract_preprocessor.tune_results Man page Source code
extract_recipe Man page
extract_recipe.tune_results Man page Source code
extract_spec_parsnip Man page
extract_spec_parsnip.tune_results Man page Source code
extract_workflow Man page
extract_workflow.last_fit Man page Source code
extract_workflow.tune_results Man page Source code
filter_by_filter Source code
filter_by_join Source code
filter_join_iter Source code
filter_parameters Man page Source code
filter_predictions Source code
filter_predictions_by_eval_time Source code
finalize_fit_model Source code
finalize_fit_post Source code
finalize_fit_pre Source code
finalize_model Man page Source code
finalize_recipe Man page Source code
finalize_tailor Man page Source code
finalize_workflow Man page Source code
finalize_workflow_preprocessor Man page Source code
first_eval_time Man page Source code
first_metric Man page Source code
fit_best Man page Source code
fit_best.default Man page Source code
fit_best.tune_results Man page Source code
fit_gp Source code
fit_max_value Man page Source code
fit_resamples Man page Source code
fit_resamples.default Source code
fit_resamples.model_spec Man page Source code
fit_resamples.workflow Man page Source code
forge_from_workflow Man page Source code
format_final_param Source code
future_installed Man page Source code
get_config_key Source code
get_configs Source code
get_data_subsets Source code
get_future_workers Man page Source code
get_metric_time Man page Source code
get_metrics_by Source code
get_mirai_workers Man page Source code
get_output_columns Source code
get_parallel_seeds Man page Source code
get_param_columns Source code
get_param_info Source code
get_param_label Source code
get_param_object Source code
get_row_wise_grid Source code
get_sub_param Source code
get_submodel_info Source code
get_tune_colors Man page Source code
green Source code
has_case_weights Source code
has_log_notes Source code
has_metrics_by Source code
has_mod_param Source code
has_non_par_pkgs Man page Source code
has_notes Source code
has_postprocessor Source code
has_pre_param Source code
has_preprocessor Source code
has_preprocessor_formula Source code
has_preprocessor_recipe Source code
has_preprocessor_variables Source code
has_spec Source code
has_sub_param Source code
has_tailor Source code
has_tailor_estimated Source code
has_tailor_tuned Source code
initial_info Source code
initialize_catalog Man page Source code
initialize_pred_reserve Source code
int_pctl Man page
int_pctl.tune_results Man page Source code
int_pctl_iter Source code
is_cataclysmic Source code
is_cran_check Source code
is_dyn Source code
is_factorial Source code
is_failure Source code
is_installed Source code
is_latex_output Source code
is_preprocessor Man page Source code
is_recipe Man page Source code
is_regular_grid Source code
is_testing Source code
is_tune_results Source code
is_windows Source code
is_workflow Man page Source code
iter_breaks Source code
iteration_results_can_reconstruct Source code
iteration_results_reconstruct Source code
last_fit Man page Source code
last_fit.default Source code
last_fit.model_fit Source code
last_fit.model_spec Man page Source code
last_fit.workflow Man page Source code
last_fit_workflow Source code
load_pkgs Man page Source code
load_pkgs.character Source code
load_pkgs.model_spec Source code
load_pkgs.workflow Source code
log_best Source code
log_progress Source code
loop_call Source code
loop_over_all_stages Source code
loop_over_all_stages2 Source code
make_config_labs Source code
make_static Source code
manange_global_limit Source code
maybe_add_ipcw Source code
maybe_choose_eval_time Man page Source code
maybe_estimate Source code
maybe_surv_prob Source code
mean_na_rm Source code
merge.model_spec Man page Source code
merge.recipe Man page Source code
merge_pred Source code
merger Source code
message_wrap Man page Source code
metrics_info Man page Source code
min_grid Man page
min_grid.C5_rules Man page
min_grid.boost_tree Man page
min_grid.cubist_rules Man page
min_grid.linear_reg Man page Source code
min_grid.logistic_reg Man page
min_grid.mars Man page
min_grid.model_spec Man page Source code
min_grid.multinom_reg Man page
min_grid.nearest_neighbor Man page
min_grid.pls Man page
min_grid.poisson_reg Man page
min_grid.proportional_hazards Man page
min_grid.rule_fit Man page
min_model_grid Source code
mirai_installed Man page Source code
more_results Source code
mutate_id Source code
needs_finalization Source code
new_backend_options Man page Source code
new_bare_tibble Source code
new_iteration_results Man page Source code
new_iteration_results_from_template Source code
new_note Source code
new_resample_results Source code
new_resample_results_from_template Source code
new_tune_results Source code
new_tune_results_from_template Source code
no_penalty Source code
numeric_summarize Source code
obj_sum.resample_results Source code
obj_sum.tune_race Source code
obj_sum.tune_results Source code
obj_type_friendly Source code
obj_type_oo Source code
outcome_names Man page Source code
outcome_names.formula Man page
outcome_names.recipe Man page Source code
outcome_names.terms Man page Source code
outcome_names.tune_results Man page Source code
outcome_names.workflow Man page Source code
outcome_names.workflow_variables Man page Source code
oxford_comma Source code
par_fns Man page Source code
parallelism Man page
param_msg Source code
parameters Man page
parsnip_to_engine Source code
paste_param_by Source code
pctl_call Source code
peek_tune_results_outcomes Source code
pick_candidate Source code
pivot_metrics Source code
plot_marginals Source code
plot_param_vs_iter Source code
plot_perf_vs_iter Source code
plot_regular_grid Source code
pred_gp Source code
pred_type Source code
predict.conf_bound Source code
predict.exp_improve Source code
predict.last_fit Source code
predict.prob_improve Source code
predict.tune_results Source code
predict_all_types Source code
predict_wrapper Source code
prepare_validation_split Source code
pretty.tune_results Source code
print.control_bayes Source code
print.control_grid Source code
print.control_last_fit Source code
print.prob_improve Source code
print.tune_results Source code
print_compat_tune_results_label Source code
prob_improve Man page Source code
prob_summarize Source code
process_autoplot_metrics Source code
pull_rset_attributes Man page Source code
rebind_grid Source code
red Source code
reexports Man page
release_bullets Source code
remove_log_notes Source code
remove_stage Source code
reorder_pred_cols Source code
replace_reserve_rows Source code
req_eval_times Source code
required_pkgs Man page
resample_results_can_reconstruct Source code
resample_results_reconstruct Source code
resample_workflow Source code
results_can_reconstruct Source code
reup_rs Source code
save_gp_results Source code
schedule_grid Man page Source code
schedule_model_stage_i Source code
schedule_predict_stage_i Source code
schedule_stages Source code
select_best Man page Source code
select_best.default Man page Source code
select_best.tune_results Man page Source code
select_by_one_std_err Man page Source code
select_by_one_std_err.default Man page Source code
select_by_one_std_err.tune_results Man page Source code
select_by_pct_loss Man page Source code
select_by_pct_loss.default Man page Source code
select_by_pct_loss.tune_results Man page Source code
set_workflow Source code
set_workflow_recipe Source code
set_workflow_spec Source code
set_workflow_tailor Source code
shhhh Source code
should_run_examples Source code
show_best Man page Source code
show_best.default Man page Source code
show_best.tune_results Man page Source code
show_notes Man page Source code
silver Source code
siren Source code
size_sum.tune_results Source code
stop_incompatible_cast_iteration_results Source code
stop_incompatible_cast_resample_results Source code
stop_incompatible_cast_tune_results Source code
stop_input_type Source code
stop_never_called Source code
submod_and_others Source code
submod_only Source code
summarize_catalog Source code
summarize_notes Source code
surv_summarize Source code
thin_time Source code
trim_ipcw Source code
tunable Man page
tune Man page
tune-internal-functions Man page
tune_args Man page
tune_bayes Man page Source code
tune_bayes.default Source code
tune_bayes.model_spec Man page Source code
tune_bayes.workflow Man page Source code
tune_bayes_workflow Source code
tune_grid Man page Source code
tune_grid.default Source code
tune_grid.model_spec Man page Source code
tune_grid.workflow Man page Source code
tune_grid_loop Source code
tune_grid_workflow Source code
tune_results_can_reconstruct Source code
tune_results_reconstruct Source code
unnest_parameters Source code
update_model Source code
update_parallel_over Source code
update_printer Source code
update_recipe Source code
update_score_card Source code
update_static Source code
use_regular_grid_plot Source code
uses_catalog Source code
val_class_and_single Man page Source code
val_class_or_null Man page Source code
val_parallel_over Source code
vec_cast.data.frame.iteration_results Source code
vec_cast.data.frame.resample_results Source code
vec_cast.data.frame.tune_results Source code
vec_cast.iteration_results.data.frame Source code
vec_cast.iteration_results.iteration_results Source code
vec_cast.iteration_results.tbl_df Source code
vec_cast.resample_results.data.frame Source code
vec_cast.resample_results.resample_results Source code
vec_cast.resample_results.tbl_df Source code
vec_cast.tbl_df.iteration_results Source code
vec_cast.tbl_df.resample_results Source code
vec_cast.tbl_df.tune_results Source code
vec_cast.tune_results.data.frame Source code
vec_cast.tune_results.tbl_df Source code
vec_cast.tune_results.tune_results Source code
vec_list_rowwise Source code
vec_ptype2.data.frame.iteration_results Source code
vec_ptype2.data.frame.resample_results Source code
vec_ptype2.data.frame.tune_results Source code
vec_ptype2.iteration_results.data.frame Source code
vec_ptype2.iteration_results.iteration_results Source code
vec_ptype2.iteration_results.tbl_df Source code
vec_ptype2.resample_results.data.frame Source code
vec_ptype2.resample_results.resample_results Source code
vec_ptype2.resample_results.tbl_df Source code
vec_ptype2.tbl_df.iteration_results Source code
vec_ptype2.tbl_df.resample_results Source code
vec_ptype2.tbl_df.tune_results Source code
vec_ptype2.tune_results.data.frame Source code
vec_ptype2.tune_results.tbl_df Source code
vec_ptype2.tune_results.tune_results Source code
vec_restore.iteration_results Source code
vec_restore.resample_results Source code
vec_restore.tune_results Source code
vec_type_friendly Source code
white Source code
yellow Source code Source code
tune documentation built on Sept. 1, 2025, 5:10 p.m.

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