NICHE: A Curated Dataset of Engineered Machine Learning Projects in Python
Ratnadira Widyasari,
Zhou YANG,
Ferdian Thung
et al.
Abstract:Machine learning (ML) has gained much attention and 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 limited availability of such high-quality dataset poses an obstacle in understanding ML projects. To help clear this obstacle, we present NICHE, a manually labelled dataset consisting of 572 ML projects. Based on evidences… Show more
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