This repository contains reference implementations of FTBench for SystemDS [1] and Scikit-learn. Additionally, some of the specialized use cases are implemented in Keras, spark.ml and Dask. FTBench is a feature transformation benchmark defined in the UPLIFT paper, which is currently under submission.