Quantum-Inspired Hyperparameter Optimization for Industrial Machine Failure Prediction in HPC Environments

This repository contains the Python implementation for the article 'Quantum-Inspired Hyperparameter Optimization for Industrial Machine Failure Prediction in HPC Environments.' It integrates quantum-inspired optimization with machine learning models (Random Forest, XGBoost, Logistic Regression) to enhance predictive maintenance in Industry 4.0.