/ml-smells

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

Primary LanguageHTML

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

website

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