Supervised Mixture Models for Population Health

SuMMP (Supervised Mixture Models for Population Health) is the repository that accompanies the research paper by Xiao Shou et al. of the same name.

Directories

Data: SPARCS datasets of the following categories: Newborn, CircSyst, Pregnant

Notebooks: Jupyter notebooks for procedure visualization. Newborn notebook can be rum on colab.

dist: "ExplainableAI" Pip package wheel

ExplainableAI: All relevant code, including SGMM and SBMM models.

test_models: Pre-run models for fast reproducible results.