4 papers
Prophet as a Reproducible Forecasting Framework: A Methodological Guide for Business and Financial Analytics
Sidney Shapiro, Burhanuddin Panvelwala
Reproducibility remains a persistent challenge in forecasting research and practice, particularly in business and financial analytics, where forecasts inform high-stakes decisions.…
HQPEF-Py: Metrics, Python Patterns, and Guidance for Evaluating Hybrid Quantum Programs
Michael Adjei Osei, Sidney Shapiro
We study how to evaluate hybrid quantum programs as end-to-end workflows rather than as isolated devices or algorithms. Building on the Hybrid Quantum Program Evaluation Framework…
Hybrid Quantum-Classical Machine Learning with PennyLane: A Comprehensive Guide for Computational Research
Sidney Shapiro
Hybrid quantum-classical machine learning represents a frontier in computational research, combining the potential advantages of quantum computing with established classical optimi…
Pattern-Based File and Data Access with Python Glob: A Comprehensive Guide for Computational Research
Sidney Shapiro
Pattern-based file access is a fundamental but often under-documented aspect of computational research. The Python glob module provides a simple yet powerful way to search, filter,…