Analyzing Open-Source Package Sustainability: Part 4 – From Clustering to Classification
In this blog, we'll walk you through our transition to supervised classification, share how we tackled some intriguing challenges, and…
Analyzing Open-Source Package Sustainability: Part 3 – Focusing on Data Preprocessing
Effective data preprocessing is key to reducing outliers and unlocking the true potential of open-source sustainability insights.In this blog we’ll…
Analyzing Open-Source Package Sustainability: Part 2 – Efficient Data Fetching
Machine Learning thrives on data & feature engineering, shaping models for accurate predictions. In our latest blog, we explore how…
Analysing Open-Source Packages Sustainability using Machine Learning: Part-1: Introduction
In today’s fast-paced digital world, managing software dependencies is crucial to avoid security risks and technical debt. The Package Sustainability…
