Machine Learning Pipelines for R

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Documentation for package ‘pipeliner’ version 0.1.1

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

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