NICHE: A curated dataset of engineered machine learning projects in Python

• Main Authors: WIDYASARI, Ratnadira, YANG, Zhou, THUNG, Ferdian, SIM, Sheng Qin, WEE, Fiona, LOK, Camellia, PHAN, Jack, QI, Haodi, TAN, Constance, LO, David, David LO
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2023
• Subjects: Daily lives; Engineered software project; High quality; Labeled dataset; Learning projects; Machine-learning; Open source platforms; Open source projects; Software engineering practices; Software project; Computer and Systems Architecture; Databases and Information Systems; Software Engineering
• Online Access: https://ink.library.smu.edu.sg/sis_research/8570; https://ink.library.smu.edu.sg/context/sis_research/article/9573/viewcontent/niche.pdf
• Institution: Singapore Management University

Machine learning (ML) has gained much attention and has been incorporated into our daily lives. While there are numerous publicly available ML projects on open source platforms such as GitHub, there have been limited attempts in filtering those projects to curate ML projects of high quality. The lim...