/transit_demand_prediction

Primary LanguageJupyter Notebook

Open-source codebase for short-term ridership prediction

Models Implemented

  • ARIMA
  • SARIMA
  • Multilayer Perceptron (MLP)
  • Convolutional Neural Network (CNN)
  • Long-Short-Term memory (LSTM)

We kindly request that users of this open-source platform cite this paper in any resulting publications or works that make use of the platform:

Juan D. Caicedo, Marta C. González, Joan L. Walker. "Public Transit Demand Prediction During Highly Dynamic Conditions: A Meta-Analysis of State-of-the-Art Models and Open-Source Benchmarking Infrastructure" (2023) (Working Paper)