Files in jeremyrcoyle/sl3

Pipelines for Machine Learning and Super Learning

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NEWS.md R/CV_Lrnr_sl.R R/Custom_chain.R R/Lrnr_arima.R R/Lrnr_bartMachine.R R/Lrnr_base.R R/Lrnr_bayesglm.R R/Lrnr_bilstm.R R/Lrnr_bound.R R/Lrnr_caret.R R/Lrnr_cv.R R/Lrnr_cv_selector.R R/Lrnr_dbarts.R R/Lrnr_define_interactions.R R/Lrnr_density_discretize.R R/Lrnr_density_hse.R R/Lrnr_density_semiparametric.R R/Lrnr_earth.R R/Lrnr_expSmooth.R R/Lrnr_ga.R R/Lrnr_gam.R R/Lrnr_gbm.R R/Lrnr_glm.R R/Lrnr_glm_fast.R R/Lrnr_glmnet.R R/Lrnr_grf.R R/Lrnr_gru_keras.R R/Lrnr_gts.R R/Lrnr_h2o_glm.R R/Lrnr_h2o_grid.R R/Lrnr_hal9001.R R/Lrnr_haldensify.R R/Lrnr_harmonicReg.R R/Lrnr_hts.R R/Lrnr_independent_binomial.R R/Lrnr_lightgbm.R R/Lrnr_lstm_keras.R R/Lrnr_mean.R R/Lrnr_multiple_ts.R R/Lrnr_multivariate.R R/Lrnr_nnet.R R/Lrnr_nnls.R R/Lrnr_optim.R R/Lrnr_pca.R R/Lrnr_pkg_SuperLearner.R R/Lrnr_pkg_SuperLearner_method.R R/Lrnr_pkg_SuperLearner_screener.R R/Lrnr_polspline.R R/Lrnr_pooled_hazards.R R/Lrnr_randomForest.R R/Lrnr_ranger.R R/Lrnr_revere_task.R R/Lrnr_rpart.R R/Lrnr_rugarch.R R/Lrnr_screener_augment.R R/Lrnr_screener_coefs.R R/Lrnr_screener_correlation.R R/Lrnr_screener_importance.R R/Lrnr_sl.R R/Lrnr_solnp.R R/Lrnr_solnp_density.R R/Lrnr_stratified.R R/Lrnr_subset_covariates.R R/Lrnr_svm.R R/Lrnr_tsDyn.R R/Lrnr_ts_weights.R R/Lrnr_xgboost.R R/Pipeline.R R/Shared_Data.R R/Stack.R R/debug_helpers.R R/default_metalearner.R R/density_utils.R R/importance.R R/learner_helpers.R R/list_learners.R R/loss_functions.R R/make_learner_stack.R R/metalearners.R R/multinomial_helpers.R R/prediction_plot.R R/process_data.R R/process_missing.R R/reindex_folds.R R/revere_task.R R/sampling.R R/sl3-package.R R/sl3_Task.R R/survival_utils.R R/ts_utils.R R/utils.R R/variable_type.R R/zzz.R README.Rmd README.md

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inst/templates/Lrnr_template.R man-roxygen/Lrnr_base_extra.R man-roxygen/common_parameters.R man-roxygen/sl3_Task_extra.R man/CV_lrnr_sl.Rd man/Custom_chain.Rd man/Lrnr_HarmonicReg.Rd man/Lrnr_arima.Rd man/Lrnr_bartMachine.Rd man/Lrnr_base.Rd man/Lrnr_bayesglm.Rd man/Lrnr_bilstm.Rd man/Lrnr_bound.Rd man/Lrnr_caret.Rd man/Lrnr_cv.Rd man/Lrnr_cv_selector.Rd man/Lrnr_dbarts.Rd man/Lrnr_define_interactions.Rd man/Lrnr_density_discretize.Rd man/Lrnr_density_hse.Rd man/Lrnr_density_semiparametric.Rd man/Lrnr_earth.Rd man/Lrnr_expSmooth.Rd man/Lrnr_ga.Rd man/Lrnr_gam.Rd man/Lrnr_gbm.Rd man/Lrnr_glm.Rd man/Lrnr_glm_fast.Rd man/Lrnr_glmnet.Rd man/Lrnr_grf.Rd man/Lrnr_gru_keras.Rd man/Lrnr_gts.Rd man/Lrnr_h2o_glm.Rd man/Lrnr_h2o_grid.Rd man/Lrnr_hal9001.Rd man/Lrnr_haldensify.Rd man/Lrnr_hts.Rd man/Lrnr_independent_binomial.Rd man/Lrnr_lightgbm.Rd man/Lrnr_lstm_keras.Rd man/Lrnr_mean.Rd man/Lrnr_multiple_ts.Rd man/Lrnr_multivariate.Rd man/Lrnr_nnet.Rd man/Lrnr_nnls.Rd man/Lrnr_optim.Rd man/Lrnr_pca.Rd man/Lrnr_polspline.Rd man/Lrnr_pooled_hazards.Rd man/Lrnr_randomForest.Rd man/Lrnr_ranger.Rd man/Lrnr_revere_task.Rd man/Lrnr_rpart.Rd man/Lrnr_rugarch.Rd man/Lrnr_screener_augment.Rd man/Lrnr_screener_coefs.Rd man/Lrnr_screener_correlation.Rd man/Lrnr_screener_importance.Rd man/Lrnr_sl.Rd man/Lrnr_solnp.Rd man/Lrnr_solnp_density.Rd man/Lrnr_stratified.Rd man/Lrnr_subset_covariates.Rd man/Lrnr_svm.Rd man/Lrnr_tsDyn.Rd man/Lrnr_ts_weights.Rd man/Lrnr_xgboost.Rd man/Pipeline.Rd man/Shared_Data.Rd man/Stack.Rd man/SuperLearner_interface.Rd man/args_to_list.Rd man/bound.Rd man/bsds.Rd man/call_with_args.Rd man/cpp.Rd man/cpp_1yr.Rd man/cv_helpers.Rd man/cv_risk.Rd man/debug_helpers.Rd man/default_metalearner.Rd man/density_dat.Rd man/drop_offsets_chain.Rd man/factors_to_indicators.Rd man/importance.Rd man/importance_plot.Rd man/inverse_sample.Rd man/keep_only_fun_args.Rd man/learner_helpers.Rd man/list_learners.Rd man/loss_functions.Rd man/make_learner_stack.Rd man/metalearners.Rd man/pack_predictions.Rd man/pooled_hazard_task.Rd man/predict_classes.Rd man/prediction_plot.Rd man/reduce_fit_test.Rd man/replace_add_user_args.Rd man/risk.Rd man/risk_functions.Rd man/safe_dim.Rd man/sl3Options.Rd man/sl3_Task.Rd man/sl3_revere_Task.Rd man/subset_dt_cols.Rd man/subset_folds.Rd man/true_obj_size.Rd man/undocumented_learner.Rd man/variable_type.Rd man/write_learner_template.Rd sandbox/Lrnr_condensier.R sandbox/Lrnr_pkg_condensier_logisfitR6.R sandbox/Lrnr_rfcde.R sandbox/benchmarks/SuperLearner_benchmarks.Rmd sandbox/benchmarks/big_glm_fast.R sandbox/benchmarks/delayed_sl3_benchmark.R sandbox/benchmarks/memory_benchmark.R sandbox/simulation-importance.R sandbox/test-density.R sandbox/test-densitySL.R sandbox/test-rfcde.R

sl3.Rproj

tests/testthat.R tests/testthat/Rplots.pdf tests/testthat/test-CVsl.R tests/testthat/test-FrequencyTSAlgs.R tests/testthat/test-ROCR_risk.R tests/testthat/test-add_many_columns.R tests/testthat/test-args_to_list.R tests/testthat/test-arima-tsDyn.R tests/testthat/test-bartMachine.R tests/testthat/test-bayesglm.R tests/testthat/test-binomial_learners.R tests/testthat/test-bound.R tests/testthat/test-caret.R tests/testthat/test-character_covariates.R tests/testthat/test-cpp_data.R tests/testthat/test-custom_chain.R tests/testthat/test-cv-update.R tests/testthat/test-cv.R tests/testthat/test-cv_selector.R tests/testthat/test-dbarts.R tests/testthat/test-define_interactions.R tests/testthat/test-delayed_sl3.R tests/testthat/test-density-pooled_hazards.R tests/testthat/test-density-semiparametric.R tests/testthat/test-earth.R tests/testthat/test-expSmooth.R tests/testthat/test-gam.R tests/testthat/test-garch.R tests/testthat/test-gbm.R tests/testthat/test-glm.R tests/testthat/test-glm_fast.R tests/testthat/test-glmnet.R tests/testthat/test-grf.R tests/testthat/test-gts.R tests/testthat/test-hal9001.R tests/testthat/test-haldensify.R tests/testthat/test-hts.R tests/testthat/test-importance.R tests/testthat/test-independent_binomial.R tests/testthat/test-kerasR.R tests/testthat/test-learners_reg.R tests/testthat/test-lightgbm.R tests/testthat/test-make_stack.R tests/testthat/test-multinomial_learners.R tests/testthat/test-multiple-ts.R tests/testthat/test-multivariate.R tests/testthat/test-nnet.R tests/testthat/test-nnls.R tests/testthat/test-offset.R tests/testthat/test-options.R tests/testthat/test-pca.R tests/testthat/test-pipeline.R tests/testthat/test-pkg_SuperLearner_screener.R tests/testthat/test-polspline.R tests/testthat/test-prediction_plot.R tests/testthat/test-print-keep_extra.R tests/testthat/test-process_missing.R tests/testthat/test-ranger.R tests/testthat/test-reparam-retrain.R tests/testthat/test-revere.R tests/testthat/test-revere_task.R tests/testthat/test-rpart.R tests/testthat/test-screeners.R tests/testthat/test-shared_data.R tests/testthat/test-sl-timeseries.R tests/testthat/test-sl.R tests/testthat/test-sl3_task.R tests/testthat/test-sl_fold.R tests/testthat/test-stack.R tests/testthat/test-stack_broken.R tests/testthat/test-stratified_learners.R tests/testthat/test-subset_covariates.R tests/testthat/test-survival.R tests/testthat/test-svm.R tests/testthat/test-ts-ensemble.R tests/testthat/test-ts_weights.R tests/testthat/test-variable_type.R tests/testthat/test-xgboost.R tests/testthat/test-zzz_h2o.R vignettes/custom_lrnrs.Rmd vignettes/intro_sl3.Rmd

jeremyrcoyle/sl3 documentation built on Feb. 3, 2022, 9:12 a.m.