API for jeremyrcoyle/sl3
Pipelines for Machine Learning and Super Learning
| Global functions | |
|---|---|
| .onAttach | Source code |
| .onLoad | Source code |
| Custom_chain | Man page |
| GetWarningsToSuppress | Source code |
| Lrnr_HarmonicReg | Man page |
| Lrnr_arima | Man page |
| Lrnr_bartMachine | Man page |
| Lrnr_base | Man page |
| Lrnr_bayesglm | Man page |
| Lrnr_bound | Man page |
| Lrnr_caret | Man page |
| Lrnr_cv | Man page |
| Lrnr_cv_selector | Man page |
| Lrnr_dbarts | Man page |
| Lrnr_define_interactions | Man page |
| Lrnr_density_discretize | Man page |
| Lrnr_density_hse | Man page |
| Lrnr_density_semiparametric | Man page |
| Lrnr_earth | Man page |
| Lrnr_expSmooth | Man page |
| Lrnr_ga | Man page |
| Lrnr_gam | Man page |
| Lrnr_gbm | Man page |
| Lrnr_glm | Man page |
| Lrnr_glm_fast | Man page |
| Lrnr_glm_semiparametric | Man page |
| Lrnr_glmnet | Man page |
| Lrnr_glmtree | Man page |
| Lrnr_grf | Man page |
| Lrnr_grfcate | Man page |
| Lrnr_gru_keras | Man page |
| Lrnr_gts | Man page |
| Lrnr_h2o_classifier | Man page |
| Lrnr_h2o_glm | Man page |
| Lrnr_h2o_grid | Man page |
| Lrnr_h2o_mutator | Man page |
| Lrnr_hal9001 | Man page |
| Lrnr_haldensify | Man page |
| Lrnr_hts | Man page |
| Lrnr_independent_binomial | Man page |
| Lrnr_lightgbm | Man page |
| Lrnr_lstm_keras | Man page |
| Lrnr_mean | Man page |
| Lrnr_multiple_ts | Man page |
| Lrnr_multivariate | Man page |
| Lrnr_nnet | Man page |
| Lrnr_nnls | Man page |
| Lrnr_optim | Man page |
| Lrnr_pca | Man page |
| Lrnr_pkg_SuperLearner | Man page |
| Lrnr_pkg_SuperLearner_method | Man page |
| Lrnr_pkg_SuperLearner_screener | Man page |
| Lrnr_polspline | Man page |
| Lrnr_pooled_hazards | Man page |
| Lrnr_randomForest | Man page |
| Lrnr_ranger | Man page |
| Lrnr_revere_task | Man page |
| Lrnr_rpart | Man page |
| Lrnr_rugarch | Man page |
| Lrnr_screener_augment | Man page |
| Lrnr_screener_coefs | Man page |
| Lrnr_screener_correlation | Man page |
| Lrnr_screener_importance | Man page |
| Lrnr_sl | Man page |
| Lrnr_solnp | Man page |
| Lrnr_solnp_density | Man page |
| Lrnr_stratified | Man page |
| Lrnr_subset_covariates | Man page |
| Lrnr_svm | Man page |
| Lrnr_tsDyn | Man page |
| Lrnr_ts_weights | Man page |
| Lrnr_xgboost | Man page |
| Pipeline | Man page |
| Shared_Data | Man page |
| Stack | Man page |
| SuppressGivenWarnings | Source code |
| Variable_Type | Man page |
| `[.sl3_Task` | Source code |
| aorder | Source code |
| args_to_list | Man page Source code |
| bound | Man page Source code |
| bsds | Man page |
| call_with_args | Man page Source code |
| check_correlation_screener_args | Source code |
| cpp | Man page |
| cpp_1yr | Man page |
| cpp_imputed | Man page |
| custom_ROCR_risk | Man page Source code |
| customize_chain | Man page Source code |
| cv_risk | Man page Source code |
| cv_sl | Man page Source code |
| debug_predict | Man page Source code |
| debug_train | Man page Source code |
| debugonce_predict | Man page Source code |
| debugonce_train | Man page Source code |
| default_metalearner | Man page Source code |
| define_h2o_X | Man page Source code |
| delayed_learner_fit_chain | Man page Source code |
| delayed_learner_fit_predict | Man page Source code |
| delayed_learner_process_formula | Man page Source code |
| delayed_learner_subset_covariates | Man page Source code |
| delayed_learner_train | Man page Source code |
| delayed_make_learner | Man page Source code |
| density_dat | Man page |
| digest_fold | Source code |
| discretize_variable | Source code |
| drop_offsets_chain | Man page Source code |
| dt_expand_factors | Man page Source code |
| factor_to_indicators | Man page Source code |
| get_all_learners | Source code |
| get_learner_class_properties | Source code |
| get_levels | Source code |
| get_selectedX | Source code |
| importance | Man page Source code Source code |
| importance_plot | Man page Source code |
| impute | Man page Source code |
| impute_by_type | Source code |
| impute_median | Source code |
| impute_mode | Source code |
| interpret_fold_number | Source code |
| inverse_sample | Man page Source code |
| keep_only_fun_args | Man page Source code |
| learner_fit_chain | Man page Source code |
| learner_fit_predict | Man page Source code |
| learner_process_formula | Man page Source code |
| learner_subset_covariates | Man page Source code |
| learner_train | Man page Source code |
| loss_functions | Man page |
| loss_loglik_binomial | Man page Source code |
| loss_loglik_multinomial | Man page Source code |
| loss_loglik_true_cat | Man page Source code |
| loss_squared_error | Man page Source code |
| loss_squared_error_multivariate | Man page Source code |
| make_bins | Source code |
| make_learner | Man page Source code |
| make_learner_stack | Man page Source code |
| make_sl3_Task | Man page |
| metalearner_linear | Man page Source code |
| metalearner_linear_multinomial | Man page Source code |
| metalearner_linear_multivariate | Man page Source code |
| metalearner_logistic_binomial | Man page Source code |
| metalearners | Man page |
| normalize_rows | Source code |
| pack_predictions | Man page Source code |
| pooled_hazard_task | Man page Source code |
| predict_classes | Man page Source code |
| prediction_plot | Man page Source code |
| print.packed_predictions | Source code |
| process_data | Man page Source code |
| reduce_fit_test | Man page Source code |
| reindex | Source code |
| replace_add_user_args | Man page Source code |
| risk | Man page Source code |
| risk_functions | Man page |
| safe_dim | Man page Source code |
| set_correlation_screener_type | Source code |
| sl3Options | Man page Source code |
| sl3_Task | Man page |
| sl3_debug_mode | Man page Source code |
| sl3_delayed_job_type | Source code |
| sl3_list_learners | Man page Source code |
| sl3_list_properties | Man page Source code |
| sl3_process_missing | Source code |
| sl3_revere_Task | Man page |
| subset_dt_cols | Man page Source code |
| subset_fold | Source code |
| subset_folds | Man page Source code |
| train_task | Man page Source code |
| trim_logit | Source code |
| true_obj_size | Man page Source code |
| ts_get_pred_horizon | Source code |
| ts_get_requested_preds | Source code |
| undebug_learner | Man page Source code |
| undocumented_learner | Man page |
| unpack_predictions | Man page Source code |
| validation_task | Man page Source code |
| variable_type | Man page Source code |
| write_learner_template | Man page Source code |
