Machine Learning Pipelines for R
Validate and clean transform function output
Transform machine learning feature variables
Transform machine learning response variable
Custom tryCatch configuration for pipeline segment segment functions
Faster alternative to cbind_fast
Validate ml_pipeline_builder transform method returns data.frame
Validate estimate_model method returns an object with a predict meth...
Validate ml_pipeline_builder transform method is a unary function
Estimate machine learning model
Custom error handler for printing the name of an enclosing function wi...
Inverse transform machine learning response variable
Build machine learning pipelines - object oriented API
Build machine learning pipelines - functional API
pipeliner: machine learning pipelines for R
Predict method for ML pipelines
Generate machine learning model prediction
A framework for defining 'pipelines' of functions for applying data transformations, model estimation and inverse-transformations, resulting in predicted value generation (or model-scoring) functions that automatically apply the entire pipeline of functions required to go from input to predicted output.
Useful links