Hynn01 / ml-smells

This repository contains the replication package for our paper: "Code Smells for Machine Learning Applications" (https://arxiv.org/pdf/2203.13746.pdf)

Code Smells for Machine Learning Applications

File Descriptions

File	Description
Literature Selection.docx	Selected papers.
Grey Literature Selection.docx	Selected grey literature entries.
TensorFlow Bugs Replication Package.xlsx	Existing bug dataset used in the study. From https://github.com/ForeverZyh/TensorFlow-Program-Bugs .
Complementary Stack Overflow Post Number.docx	The number of selected Stack OverFlow Posts.
Complementary Stack Overflow Posts.xlsx	Selected Stack Overflow posts.

Website

The website with all the smells will be published once the double-blind submission requirements are lifted.