adlCohort | Fetch Adelaide Test Samples split into differet subsampling... |
adl_test | Adelaide test cohort scalars and inference results |
BaseSummary | Compute hip-cohort-table-specific individual statistics |
caseControlCohorts | matched cohort enrollment lists |
check_dfs_fct_match | Verify that all factor levels in df2 are available in df1 |
check_y | Confirm that a target vector is suitable for a classification... |
Classifier | Classifier Abstract Base Class. |
compare_cCs | Compare 2 ROC curves for AUC equivalence |
ComplexSummary | Wrapper for fxns that generates combined table statistics by... |
facet_cnn | Facet by CNN |
Fp_ml_dir | Access ML dir contents |
FS_hipsDir | Configured map of absolute project dir paths by system. |
get_df_fct_lvls | Get a list of levels for each factor in a data.frame |
ggMissing | View data.frame missing data proportion for each variable... |
ggOddsRatios | View odds ratios of pair-wise target associations. |
gg_pc | View a PC plot with indicated color/alpha |
gg_x_target | ggplot wrapper to make an x scale with angled labels |
glance.ClassifierCurve | View summary stats for a classifier point. |
hips | Hips. |
hipsCohort_ | Load a cohort table |
hipsInfo_ | Convenience fxn to access pkg configuration info in inst/info |
hipsOpt_ | Convenience fxn to fetch an option set by the hips package. |
Kable | Kable S3 generic for kable printing with nice defaults |
keep_binary | Only keep variables with two unique non-missing levels |
OddsRatios | Compute pair-wise odds ratios between binary variables and a... |
predict_pY | Predict probas for a classification models positive class |
PrettyEach | Beautify individual table statistics |
PrettyPredictors | Beautify predictor labels |
PrettyTargets | Beautify target labels |
readNpy | Read a numpy image file from disk |
scalars | MSH cohort data |
scale_color_cnn | Scales for CNNs |
scale_color_cohort | ggplot scale color by cohort |
scale_color_device | ggplot scale color by device |
scale_color_fx | Make a ggplot scale to color by fracture |
scale_color_target | Make a ggplot scale to color by target |
scale_color_targetMode | Make a ggplot scale to color by target |
scale_color_view | ggplot scale color by device |
scale_fill_sex | ggplot scale fill by gender |
scale_predictor_ | Scales for predictor sets. |
scale_x_cohort | ggplot scale to map targets to the x-axis |
scale_x_target | ggplot scale to map targets to the x-axis |
StratifiedPartition | Augment cohort table with a stratified train/test partition |
Tbl | Save table file(s) for hips project |
train_eg_ids | Extract vector of training examples used for a model |
train_glm | Train a glm model |
train_lm | Base Linear Regression Model Function |
train_n_eg | Extract total and limiting number of training examples from a... |
train_terms | Extract predictor terms for a caret model |
UniteCols | Join compound table statistic columns. |
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