GP regression model for T-cell cluster changes in response to donor lymphocyte infusion (DLI) therapy.
This repository implements two models: a vanilla Gaussian process regression model for modeling tumor dynamics, and a hierarchical model for heteroscedastic noise.
The following packages are required to run the demo notebooks. They are also specified in requirements.txt.
matplotlib
numpy
pandas
torch
pyro-ppl
tqdm