Files in NSAPH/airpred
A Framework For Building Air Pollution Estimation Models

.Rbuildignore
.gitignore
DESCRIPTION
NAMESPACE
R/Config.R R/Impute.R R/Interfaces.R R/Train.R R/data.r R/file_structure.R R/gen_weights.R R/grid_search.R R/model_params.R R/predict.R R/standardize.R R/utils.R README.md
airpred.Rproj
data/airpred_assembled.rda
data/airpred_clean.rda
inst/CompleteSubset.csv
inst/MissingSubset.csv
inst/airpred_clean.RDS
inst/pm25_na_eqd_conic.csv
inst/yaml_files/Config_Default.yml
inst/yaml_files/default_grid_config.yml
inst/yaml_files/forest_default_params.yml
inst/yaml_files/gradboost_default_params.yml
inst/yaml_files/implemented_models.yml
inst/yaml_files/impute_vars.yml
inst/yaml_files/lme_formula.yml
inst/yaml_files/logit_formula.yml
inst/yaml_files/nn_default_params.yml
inst/yaml_files/transform_vars.yml
man/MLE_impute.Rd man/airpred.predict.Rd man/airpred_assembled.Rd man/airpred_clean.Rd man/clean_hidden.Rd man/clean_model_configs.Rd man/clean_up_config.Rd man/clean_up_stats.Rd man/destandardize_all.Rd man/display_config.Rd man/edit_params.Rd man/ensemble_config_check.Rd man/ensemble_formula.Rd man/gen_config.Rd man/gen_grid_config.Rd man/gen_model_config.Rd man/gen_stats.Rd man/gen_weights.Rd man/get_csv_data.Rd man/get_logit_weights.Rd man/get_rds_data.Rd man/grid_search.Rd man/grid_to_config.Rd man/h2o_impute.Rd man/h2o_impute_all.Rd man/h2o_predict_impute.Rd man/h2o_predict_impute_all.Rd man/implemented_models.Rd man/impute_all.Rd man/impute_all_parallel.Rd man/list_imputed_variables.Rd man/load_data.Rd man/load_predict_data.Rd man/make_default_structure.Rd man/param_config_check.Rd man/predict_impute_all.Rd man/print_MLE_inputs.Rd man/print_logit_inputs.Rd man/standardize_all.Rd man/train.Rd man/train_ensemble.Rd man/train_forest.Rd man/train_generic.Rd man/train_gradboost.Rd man/train_nn.Rd man/yes.Rd tests/testthat.R tests/testthat/test_standardize.R tests/testthat/test_yaml.R vignettes/config.Rmd vignettes/data_prep.Rmd vignettes/predict.Rmd vignettes/read_data.R vignettes/read_data.Rmd
vignettes/read_data.html
vignettes/train_models.Rmd
NSAPH/airpred documentation built on May 11, 2019, 3:02 p.m.