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2 changes: 1 addition & 1 deletion DESCRIPTION
Original file line number Diff line number Diff line change
Expand Up @@ -86,4 +86,4 @@ biocViews:
Visualization
URL: https://github.com/JRaviLab/amRml
BugReports: https://github.com/JRaviLab/amRml/issues
Config/roxygen2/version: 8.0.0
Config/roxygen2/version: 8.1.0
243 changes: 140 additions & 103 deletions NAMESPACE
Original file line number Diff line number Diff line change
Expand Up @@ -34,6 +34,7 @@ export(generateMLInputs)
export(getConfusionMatrix)
export(getNumFeat)
export(loadMLInputTibble)
export(mergeMLresults)
export(parse_ml_filename)
export(plotBaselineComparison)
export(plotCM)
Expand Down Expand Up @@ -68,114 +69,150 @@ import(ggrepel)
import(purrr)
import(stringr)
import(tibble)
importFrom(DBI,dbConnect)
importFrom(DBI,dbDisconnect)
importFrom(DBI,dbExecute)
importFrom(DBI,dbGetQuery)
importFrom(DBI,dbWriteTable)
importFrom(arrow,read_parquet)
importFrom(arrow,write_parquet)
importFrom(dplyr,all_of)
importFrom(dplyr,arrange)
importFrom(dplyr,bind_rows)
importFrom(dplyr,case_when)
importFrom(dplyr,count)
importFrom(dplyr,desc)
importFrom(dplyr,distinct)
importFrom(dplyr,filter)
importFrom(dplyr,group_by)
importFrom(dplyr,if_any)
importFrom(dplyr,matches)
importFrom(dplyr,mutate)
importFrom(dplyr,n_distinct)
importFrom(dplyr,pull)
importFrom(dplyr,relocate)
importFrom(dplyr,rename)
importFrom(dplyr,row_number)
importFrom(dplyr,rowwise)
importFrom(dplyr,select)
importFrom(dplyr,slice)
importFrom(dplyr,summarise)
importFrom(dplyr,ungroup)
importFrom(DBI,
dbConnect,
dbDisconnect,
dbExecute,
dbGetQuery,
dbWriteTable
)
importFrom(arrow,
read_parquet,
write_parquet
)
importFrom(dplyr,
all_of,
arrange,
bind_rows,
case_when,
count,
desc,
distinct,
filter,
group_by,
if_any,
matches,
mutate,
n_distinct,
pull,
relocate,
rename,
row_number,
rowwise,
select,
slice,
summarise,
ungroup
)
importFrom(duckdb,duckdb)
importFrom(ggplot2,aes)
importFrom(ggplot2,element_blank)
importFrom(ggplot2,element_line)
importFrom(ggplot2,element_text)
importFrom(ggplot2,geom_line)
importFrom(ggplot2,geom_path)
importFrom(ggplot2,geom_point)
importFrom(ggplot2,ggplot)
importFrom(ggplot2,labs)
importFrom(ggplot2,theme)
importFrom(ggplot2,xlab)
importFrom(ggplot2,ylim)
importFrom(ggplot2,
aes,
element_blank,
element_line,
element_text,
geom_line,
geom_path,
geom_point,
ggplot,
labs,
theme,
xlab,
ylim
)
importFrom(glmnet,glmnet)
importFrom(glue,glue)
importFrom(grDevices,colorRampPalette)
importFrom(graphics,barplot)
importFrom(hardhat,tune)
importFrom(jsonlite,fromJSON)
importFrom(jsonlite,write_json)
importFrom(jsonlite,
fromJSON,
write_json
)
importFrom(methods,is)
importFrom(parsnip,augment)
importFrom(parsnip,boost_tree)
importFrom(parsnip,extract_fit_engine)
importFrom(parsnip,fit)
importFrom(parsnip,logistic_reg)
importFrom(parsnip,multinom_reg)
importFrom(parsnip,rand_forest)
importFrom(parsnip,set_engine)
importFrom(parsnip,set_mode)
importFrom(purrr,imap_dfr)
importFrom(purrr,map)
importFrom(purrr,map_int)
importFrom(purrr,pmap_chr)
importFrom(purrr,walk)
importFrom(parsnip,
augment,
boost_tree,
extract_fit_engine,
fit,
logistic_reg,
multinom_reg,
rand_forest,
set_engine,
set_mode
)
importFrom(purrr,
imap_dfr,
map,
map_int,
pmap_chr,
walk
)
importFrom(readr,write_lines)
importFrom(recipes,all_predictors)
importFrom(recipes,recipe)
importFrom(recipes,step_normalize)
importFrom(recipes,step_pca)
importFrom(recipes,step_zv)
importFrom(recipes,update_role)
importFrom(rlang,":=")
importFrom(rlang,eval_tidy)
importFrom(rlang,sym)
importFrom(rsample,initial_split)
importFrom(rsample,initial_validation_split)
importFrom(rsample,testing)
importFrom(rsample,training)
importFrom(rsample,validation_set)
importFrom(rsample,vfold_cv)
importFrom(stats,coef)
importFrom(stats,fisher.test)
importFrom(stats,median)
importFrom(stats,reformulate)
importFrom(stats,reorder)
importFrom(stats,sd)
importFrom(stringr,str_remove)
importFrom(stringr,str_split)
importFrom(tibble,add_column)
importFrom(tibble,is_tibble)
importFrom(tibble,tibble)
importFrom(tidyr,drop_na)
importFrom(tidyr,pivot_longer)
importFrom(tidyr,pivot_wider)
importFrom(tune,control_grid)
importFrom(tune,extract_fit_parsnip)
importFrom(tune,finalize_workflow)
importFrom(tune,select_best)
importFrom(tune,tune_grid)
importFrom(workflows,add_model)
importFrom(workflows,add_recipe)
importFrom(workflows,workflow)
importFrom(workflowsets,extract_fit_parsnip)
importFrom(workflowsets,extract_spec_parsnip)
importFrom(yardstick,bal_accuracy)
importFrom(yardstick,conf_mat)
importFrom(yardstick,f_meas)
importFrom(yardstick,mcc)
importFrom(yardstick,metric_set)
importFrom(yardstick,pr_auc)
importFrom(yardstick,pr_curve)
importFrom(recipes,
all_predictors,
recipe,
step_normalize,
step_pca,
step_zv,
update_role
)
importFrom(rlang,
":=",
eval_tidy,
sym
)
importFrom(rsample,
initial_split,
initial_validation_split,
testing,
training,
validation_set,
vfold_cv
)
importFrom(stats,
coef,
fisher.test,
median,
reformulate,
reorder,
sd
)
importFrom(stringr,
str_remove,
str_split
)
importFrom(tibble,
add_column,
is_tibble,
tibble
)
importFrom(tidyr,
drop_na,
pivot_longer,
pivot_wider
)
importFrom(tune,
control_grid,
extract_fit_parsnip,
finalize_workflow,
select_best,
tune_grid
)
importFrom(workflows,
add_model,
add_recipe,
workflow
)
importFrom(workflowsets,
extract_fit_parsnip,
extract_spec_parsnip
)
importFrom(yardstick,
bal_accuracy,
conf_mat,
f_meas,
mcc,
metric_set,
pr_auc,
pr_curve
)
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