> For the complete documentation index, see [llms.txt](https://sliu583.gitbook.io/blog/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://sliu583.gitbook.io/blog/conference/index/cidr-21/lightweight-inspection-of-data-preprocessingin-native-machine-learning-pipelines.md).

# Lightweight Inspection of Data Preprocessingin Native Machine Learning Pipelines