Abstract: Because of their transparency, interpretability, and efficiency in classification tasks, decision tree algorithms are the foundation of many Business Intelligence (BI) and Analytics ...

Who is a data scientist? What does he do? What steps are involved in executing an end-to-end data science project? What roles are available in the industry? Will I need to be a good ...

A comprehensive Python library for processing French IGN LiDAR HD data into machine learning-ready datasets. Features include GPU acceleration, rich geometric features, RGB/NIR augmentation, and ...

A production-ready Python-based algorithmic trading framework featuring advanced portfolio optimization, 15 benchmark strategies, multi-armed bandit allocation, and AWS Lambda deployment for automated ...

Abstract: The seabed sediment serves as a critical indicator of seabed conditions, and its accurate classification is essential for rapid assessment of the seabed environment. In this article, we ...