Files in frbl/OnlineSuperLearner

Online SuperLearner package

.Rbuildignore

.Rprofile

.circleci/config.yml

.codacy.yml

.dockerignore

.gitignore

.travis.yml

Architecture.R CONTRIBUTING.md

DESCRIPTION

Dockerfile

LICENSE

NAMESPACE

OnlineSuperLearner_example.ipynb

R/.gitkeep

R/ConditionalDensityEvaluator.R R/ConstrainedGlm.R R/CrossValidationRiskCalculator.R R/Data.Base.R R/Data.Static.R R/Data.Stream.R R/Data.Stream.Simulator.R R/DataCache.R R/DataSplitter.R R/DensityEstimation.R R/Evaluation.R R/H2O.Interactor.R R/H2O.initializer.R R/InterventionEffectCalculator.R R/InterventionParser.R R/LibraryFactory.R R/ML.Base.R R/ML.GLMnet.R R/ML.H2O.R R/ML.H2O.gbm.R R/ML.H2O.glm.R R/ML.H2O.randomForest.R R/ML.Local.lm.R R/ML.NeuralNet.R R/ML.SVM.R R/ML.SpeedGLMSGD.R R/ML.XGBoost.R R/ML.randomForest.R R/OneStepEstimator.R R/OnlineSuperLearner.Predict.R R/OnlineSuperLearner.R R/OnlineSuperLearner.S3.R R/OnlineSuperLearner.SampleIteratively.R R/OutputPlotGenerator.R R/PreProcessor.R R/RelevantVariable.R R/SMG.Base.R R/SMG.Lag.R R/SMG.Latest.Entry.R R/SMG.Mean.R R/SMG.Mock.R R/SMG.Transformation.R R/SMGFactory.R R/Simulator.GAD.R R/Simulator.RunningExample.R R/Simulator.Simple.R R/Simulator.Slow.R R/SummaryMeasureGenerator.R R/WCC.CG.R R/WCC.NLopt.R R/WCC.NMBFGS.R R/WCC.NNLS.R R/WCC.SGD.R R/WCC.SGD.Simplex.R R/WeightedCombinationComputer.R R/zzz.R README.md Rplots.pdf application-roadmap.md application-roadmap.pdf

appveyor.yml

data/.gitkeep

demo/00Index

demo/all-demo.R demo/cpp-demo.R demo/gad-simulation-demo.R demo/simulation-cfg1-demo.R demo/simulation-cfg2-demo.R demo/simulation-cfg3-demo.R demo/simulation-cfg4-demo.R demo/simulation-data-demo.R

docker-compose.yml

docs/CONTRIBUTING.html

docs/LICENSE-text.html

docs/application-roadmap.html

docs/articles/OnlineSuperLearner.html

docs/articles/OnlineSuperLearner_files/figure-html/inspect the differences of the approximation and the estimation-1.png

docs/articles/architecture.html

docs/articles/index.html

docs/authors.html

docs/docsearch.css

docs/docsearch.js

docs/index.html

docs/link.svg

docs/pkgdown.css

docs/pkgdown.js

docs/pkgdown.yml

docs/reference/ConditionalDensityEvaluator.html

docs/reference/ConstrainedGlm.fit.html

docs/reference/ConstrainedGlm.fit_new_glm.html

docs/reference/ConstrainedGlm.predict.html

docs/reference/ConstrainedGlm.update_glm.html

docs/reference/CrossValidationRiskCalculator.html

docs/reference/Data.Base.html

docs/reference/Data.Static.html

docs/reference/Data.Stream.Simulator.html

docs/reference/Data.Stream.html

docs/reference/DataCache.html

docs/reference/DataSplitter.html

docs/reference/DensityEstimation.are_all_estimators_online.html

docs/reference/DensityEstimation.html

docs/reference/Evaluation.accuracy.html

docs/reference/Evaluation.get_evaluation_function.html

docs/reference/Evaluation.log_likelihood_loss.html

docs/reference/Evaluation.log_loss.html

docs/reference/Evaluation.mean_squared_error.html

docs/reference/Evaluation.mse_loss.html

docs/reference/Evaluation.root_mean_squared_error.html

docs/reference/H2O.Available.html

docs/reference/H2O.Initializer.html

docs/reference/H2O.Interactor.html

docs/reference/InterventionEffectCalculator.html

docs/reference/InterventionParser.first_intervention.html

docs/reference/InterventionParser.generate_intervention.html

docs/reference/InterventionParser.is_current_node_treatment.html

docs/reference/InterventionParser.parse_intervention.html

docs/reference/InterventionParser.valid_intervention.html

docs/reference/LibraryFactory.html

docs/reference/ML.Base.html

docs/reference/ML.GLMnet.html

docs/reference/ML.H2O.gbm.html

docs/reference/ML.H2O.glm.html

docs/reference/ML.H2O.html

docs/reference/ML.H2O.randomForest.html

docs/reference/ML.Local.lm.html

docs/reference/ML.NeuralNet.html

docs/reference/ML.SVM.html

docs/reference/ML.SpeedGLMSGD.html

docs/reference/ML.XGBoost.html

docs/reference/ML.randomForest.html

docs/reference/OneStepEstimator.html

docs/reference/OnlineSuperLearner.Predict.html

docs/reference/OnlineSuperLearner.SampleIteratively.html

docs/reference/OnlineSuperLearner.html

docs/reference/OutputPlotGenerator.create_convergence_plot.html

docs/reference/OutputPlotGenerator.create_density_plot.html

docs/reference/OutputPlotGenerator.create_risk_plot.html

docs/reference/OutputPlotGenerator.create_training_curve.html

docs/reference/OutputPlotGenerator.export_key_value.html

docs/reference/OutputPlotGenerator.get_colors.html

docs/reference/OutputPlotGenerator.get_simple_colors.html

docs/reference/OutputPlotGenerator.store_oos_osl_difference.html

docs/reference/PreProcessor.generate_bounds.html

docs/reference/PreProcessor.html

docs/reference/RelevantVariable.find_ordering.html

docs/reference/RelevantVariable.html

docs/reference/SMG.Base.html

docs/reference/SMG.Lag.html

docs/reference/SMG.Latest.Entry.html

docs/reference/SMG.Mean.html

docs/reference/SMG.Mock.html

docs/reference/SMG.Transformation.html

docs/reference/SMGFactory.html

docs/reference/Simulator.GAD.html

docs/reference/Simulator.RunningExample.html

docs/reference/Simulator.Simple.html

docs/reference/Simulator.Slow.html

docs/reference/SummaryMeasureGenerator.html

docs/reference/WCC.CG.html

docs/reference/WCC.NMBFGS.html

docs/reference/WCC.NNLS.html

docs/reference/WCC.SGD.Simplex.html

docs/reference/WCC.SGD.html

docs/reference/WeightedCombinationComputer.html

docs/reference/fit.OnlineSuperLearner.html

docs/reference/generalImports.html

docs/reference/get_file_location.html

docs/reference/get_looping_function.html

docs/reference/index.html

docs/reference/is.a.html

docs/reference/predict.OnlineSuperLearner.html

docs/reference/sampledata.OnlineSuperLearner.html

docs/reference/summary.OnlineSuperLearner.html

inst/.gitkeep

inst/bash/check_code_conventions.sh

inst/bash/check_test_available_for_each_file.sh

inst/bash/create-non-existing-tests.sh

inst/bash/install-package-dependencies.sh

inst/bash/run_on_cluster.sh

inst/docker/build

inst/docs/performance_report/images/sampled-ML.Local.Speedlm-vanilla.nbins-1000_online-FALSE-A.pdf inst/docs/performance_report/images/sampled-ML.Local.Speedlm-vanilla.nbins-1000_online-FALSE-W.pdf inst/docs/performance_report/images/sampled-ML.Local.Speedlm-vanilla.nbins-1000_online-FALSE-W2.pdf inst/docs/performance_report/images/sampled-ML.Local.Speedlm-vanilla.nbins-1000_online-FALSE-W3.pdf inst/docs/performance_report/images/sampled-ML.Local.Speedlm-vanilla.nbins-1000_online-FALSE-Y.pdf inst/docs/performance_report/performance_report.md inst/docs/performance_report/performance_report.pdf

inst/testdata/test-fit-glm-and-constrained-glm.csv

inst/testdata/test-read_from_url_data.static.csv

man/ConditionalDensityEvaluator.Rd man/ConstrainedGlm.fit.Rd man/ConstrainedGlm.fit_new_glm.Rd man/ConstrainedGlm.predict.Rd man/ConstrainedGlm.update_glm.Rd man/CrossValidationRiskCalculator.Rd man/Data.Base.Rd man/Data.Static.Rd man/Data.Stream.Rd man/Data.Stream.Simulator.Rd man/DataCache.Rd man/DataSplitter.Rd man/DensityEstimation.Rd man/DensityEstimation.are_all_estimators_online.Rd man/Evaluation.accuracy.Rd man/Evaluation.get_evaluation_function.Rd man/Evaluation.log_likelihood_loss.Rd man/Evaluation.log_loss.Rd man/Evaluation.mean_squared_error.Rd man/Evaluation.mse_loss.Rd man/Evaluation.root_mean_squared_error.Rd man/H2O.Available.Rd man/H2O.Initializer.Rd man/H2O.Interactor.Rd man/InterventionEffectCalculator.Rd man/InterventionParser.first_intervention.Rd man/InterventionParser.generate_intervention.Rd man/InterventionParser.is_current_node_treatment.Rd man/InterventionParser.parse_intervention.Rd man/InterventionParser.valid_intervention.Rd man/LibraryFactory.Rd man/ML.Base.Rd man/ML.GLMnet.Rd man/ML.H2O.Rd man/ML.H2O.gbm.Rd man/ML.H2O.glm.Rd man/ML.H2O.randomForest.Rd man/ML.Local.lm.Rd man/ML.NeuralNet.Rd man/ML.SVM.Rd man/ML.SpeedGLMSGD.Rd man/ML.XGBoost.Rd man/ML.randomForest.Rd man/OneStepEstimator.Rd man/OnlineSuperLearner.Predict.Rd man/OnlineSuperLearner.Rd man/OnlineSuperLearner.SampleIteratively.Rd man/OutputPlotGenerator.create_convergence_plot.Rd man/OutputPlotGenerator.create_density_plot.Rd man/OutputPlotGenerator.create_risk_plot.Rd man/OutputPlotGenerator.create_training_curve.Rd man/OutputPlotGenerator.export_key_value.Rd man/OutputPlotGenerator.get_colors.Rd man/OutputPlotGenerator.get_simple_colors.Rd man/OutputPlotGenerator.store_oos_osl_difference.Rd man/PreProcessor.Rd man/PreProcessor.generate_bounds.Rd man/RelevantVariable.Rd man/RelevantVariable.find_ordering.Rd man/SMG.Base.Rd man/SMG.Lag.Rd man/SMG.Latest.Entry.Rd man/SMG.Mean.Rd man/SMG.Mock.Rd man/SMG.Transformation.Rd man/SMGFactory.Rd man/Simulator.GAD.Rd man/Simulator.RunningExample.Rd man/Simulator.Simple.Rd man/Simulator.Slow.Rd man/SummaryMeasureGenerator.Rd man/WCC.CG.Rd man/WCC.NMBFGS.Rd man/WCC.NNLS.Rd man/WCC.SGD.Rd man/WCC.SGD.Simplex.Rd man/WeightedCombinationComputer.Rd man/fit.OnlineSuperLearner.Rd man/generalImports.Rd man/get_file_location.Rd man/get_looping_function.Rd man/is.a.Rd man/predict.OnlineSuperLearner.Rd man/sampledata.OnlineSuperLearner.Rd man/summary.OnlineSuperLearner.Rd

output/.gitkeep

packrat/init.R

packrat/packrat.lock

packrat/packrat.opts

run.R

tests/.gitkeep

tests/testthat.R

tests/testthat/output/coef.prn

tests/testthat/output/model_NN.rds

tests/testthat/test-ConditionalDensityEvaluator.R tests/testthat/test-ConstrainedGlm.R tests/testthat/test-CrossValidationRiskCalculator.R tests/testthat/test-Data.Base.R tests/testthat/test-Data.Static.R tests/testthat/test-Data.Stream.R tests/testthat/test-Data.Stream.Simulator.R tests/testthat/test-DataCache.R tests/testthat/test-DataSplitter.R tests/testthat/test-DensityEstimation.R tests/testthat/test-Evaluation.Accuracy.R tests/testthat/test-Evaluation.R tests/testthat/test-H2O.Interactor.R tests/testthat/test-H2O.initializer.R tests/testthat/test-InterventionEffectCalculator.R tests/testthat/test-InterventionParser.R tests/testthat/test-LibraryFactory.R tests/testthat/test-ML.Base.R tests/testthat/test-ML.GLMnet.R tests/testthat/test-ML.H2O.R tests/testthat/test-ML.H2O.gbm.R tests/testthat/test-ML.H2O.glm.R tests/testthat/test-ML.H2O.randomForest.R tests/testthat/test-ML.Local.lm.R tests/testthat/test-ML.NeuralNet.R tests/testthat/test-ML.SVM.R tests/testthat/test-ML.SpeedGLMSGD.R tests/testthat/test-ML.XGBoost.R tests/testthat/test-ML.randomForest.R tests/testthat/test-OneStepEstimator.R tests/testthat/test-OnlineOneStepEstimator.R tests/testthat/test-OnlineSuperLearner.General.R tests/testthat/test-OnlineSuperLearner.Predict.R tests/testthat/test-OnlineSuperLearner.S3.R tests/testthat/test-OnlineSuperLearner.SampleIteratively.R tests/testthat/test-OnlineSuperLearner.Simulation.R tests/testthat/test-OutputPlotGenerator.R tests/testthat/test-PreProcessor.R tests/testthat/test-RelevantVariable.R tests/testthat/test-SMG.Lag.R tests/testthat/test-SMG.Latest.Entry.R tests/testthat/test-SMG.Mean.R tests/testthat/test-SMG.Mock.R tests/testthat/test-SMG.Transformation.R tests/testthat/test-SMGFactory.R tests/testthat/test-Simulator.GAD.R tests/testthat/test-Simulator.R tests/testthat/test-Simulator.Simple.R tests/testthat/test-Simulator.Slow.R tests/testthat/test-SummaryMeasureGenerator.R tests/testthat/test-WCC.CG.R tests/testthat/test-WCC.NLopt.R tests/testthat/test-WCC.NMBFGS.R tests/testthat/test-WCC.NNLS.R tests/testthat/test-WCC.SGD.R tests/testthat/test-WCC.SGD.Simplex.R tests/testthat/test-WeightedCombinationComputer.R tests/testthat/test-i-SummaryMeasureGenerator-with-generators.R tests/testthat/test-i-TheWholeCTSOSuperLearner.R tests/testthat/test-i-TheWholeSuperLearnerRoutine.R tests/testthat/test-zzz.R

vignettes/.gitkeep

vignettes/OnlineSuperLearner.rmd vignettes/architecture.Rmd

frbl/OnlineSuperLearner documentation built on Feb. 9, 2020, 9:28 p.m.