/CGChoiceModel

Computational graph-based discrete choice models

Primary LanguagePython

Computational graph-based choice models

This open-source aims to implement automatic differentiation for discrete choice models and represent the graph-oriented functions using TensorFlow 2.0.

Published journal paper: Kim, T., Zhou, X. and Pendyala, R.M., 2021. Computational Graph-based Framework for Integrating Econometric Models and Machine Learning Algorithms in Emerging Data-Driven Analytical Environments. Transportmetrica A: Transport Science, pp.1-35. https://www.tandfonline.com/eprint/XYTIPWGBGJGZDI2TVXET/full?target=10.1080/23249935.2021.1938744

Research Gate: https://www.researchgate.net/profile/Taehooie-Kim/research