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 모니터링·단일 예측을 수행합니다.

Abstract: Extreme driving maneuvers involving sharp turns, aggressive acceleration, or abrupt deceleration on low-friction surfaces can induce rapid vehicle state variations and potential stability ...

ABSTRACT: The canonical affinity-threshold model of thymic T-cell selection posits that thymocyte fate is determined by TCR-pMHC integrated affinity. However, this model fails to explain high ...

Abstract: The performance of machine learning (ML) models like the Multilayer Perceptron (MLP) is critical for medical applications such as thyroid disease diagnosis but is highly dependent on ...