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
data/airpred_monitor_locations.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/airpred_monitor_locations.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
