pipeliner-package |
pipeliner: machine learning pipelines for R |
cbind_fast |
Faster alternative to 'cbind_fast' |
check_data_frame_throw_error |
Validate ml_pipeline_builder transform method returns data.frame |
check_predict_method_throw_error |
Validate estimate_model method returns an object with a 'predict' method defined |
check_unary_func_throw_error |
Validate ml_pipeline_builder transform method is a unary function |
estimate_model |
Estimate machine learning model |
func_error_handler |
Custom error handler for printing the name of an enclosing function with error |
inv_transform_response |
Inverse transform machine learning response variable |
ml_pipline_builder |
Build machine learning pipelines - object oriented API |
pipeline |
Build machine learning pipelines - functional API |
pipeliner |
pipeliner: machine learning pipelines for R |
predict.ml_pipeline |
Predict method for ML pipelines |
predict_model |
Generate machine learning model prediction |
process_transform_throw_error |
Validate and clean transform function output |
transform_features |
Transform machine learning feature variables |
transform_response |
Transform machine learning response variable |
try_pipeline_func_call |
Custom tryCatch configuration for pipeline segment segment functions |