This repository contains core code in following paper titled "Sequence Modeling of Passive Sensing Data for Treatment Response Prediction in Major Depressive Disorder". (still under construction)
base_line.py Trivial baseline
machine_learn.py Various machine learning methods include: Logistic, Naïve Bayes, SVM, and Random Forrest
GRU.py GRU
LSTM.py LSTM
run_grud.py GRU-D
The extracted feature data can be downloaded from this link (will be uploaded soon).
requirement.txt