2 papers
cs.SE2022
"Project smells" -- Experiences in Analysing the Software Quality of ML Projects with mllint
Bart van Oort, Luís Cruz, Babak Loni +1
Machine Learning (ML) projects incur novel challenges in their development and productionisation over traditional software applications, though established principles and best prac…
cs.SE2021
The Prevalence of Code Smells in Machine Learning projects
Bart van Oort, Luís Cruz, Maurício Aniche +1
Artificial Intelligence (AI) and Machine Learning (ML) are pervasive in the current computer science landscape. Yet, there still exists a lack of software engineering experience an…