Automated Assessment of Quality of Jupyter Notebooks Using Artificial Intelligence and Big Code

We present in this paper an automated method to assess the quality of Jupyter notebooks. The quality of notebooks is assessed in terms of reproducibility and executability. Specifically, we automatically extract a number of expert-defined features for each notebook, perform a feature selection step,...

Бүрэн тодорхойлолт

Номзүйн дэлгэрэнгүй

Үндсэн зохиолчид:	Priti Oli, Rabin Banjade, Lasang Jimba Tamang, Vasile Rus
Формат:	Artigo
Хэл сонгох:	Inglês
Хэвлэсэн:	LibraryPress@UF 2021-04-01
Цуврал:	Proceedings of the International Florida Artificial Intelligence Research Society Conference
Нөхцлүүд:	jupyter notebooks quality assessment big code reproducibility executability machine learning deep learning
Онлайн хандалт:	https://journals.flvc.org/FLAIRS/article/view/128560
Шошгууд:	Шошго нэмэх Шошго байхгүй, Энэхүү баримтыг шошголох эхний хүн болох!