GitHub

duck3244/bike-forecast-pytorch

PyTorch 기반 딥러닝 모델(MLP / LSTM)로 자전거 공유 수요를 예측하는 풀스택 웹 애플리케이션입니다. FastAPI 백엔드에서 학습·추론을 제공하고, React 프런트엔드에서 데이터셋 업로드·실시간 학습 ...
IEEE

Application and Effectiveness Evaluation of Bayesian Optimization Algorithm in Hyperparameter Tuning of Machine Learning Models

Abstract: Hyperparameter tuning is a crucial step in the development of machine learning models, as it directly impacts their performance and generalization ability. Traditional methods for ...
IEEE

Reinforcement Learning-Based Hyperparameter Tuning for Adaptive Model Predictive Controllers in Battery Thermal Management

Abstract: Battery thermal management (BTM) is crucial for maximizing the battery performance and maintaining the battery health. Model Predictive Control (MPC) stands as a promising technique for ...