A Differentiable Partially Observable Generalized Linear Model with Forward-Backward Message Passing [ICML 2024]
Chengrui Li, Yule Wang, Weihan Li, and Anqi Wu
[paper] [arXiv] [slides] [video] [poster] [文章]
From the current directory (which includes this README.md), run
cd poglm
pip install -e .
demo.ipynb is a step-by-step tutorial that learn a POGLM using a specific choice of method combination from a generated synthetic dataset.