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1. Hopf-GAE Hopf-GAE Public

   This repository contains the Hopf-GAE, a physics-informed deep learning architecture that detects depression-related dynamical abnormalities without ever training on depressed brains.

   Jupyter Notebook

2. MDD-fMRI_with_SL-UKF MDD-fMRI_with_SL-UKF Public

   This project aims to leverage nonlinear system identification techniques, focusing on the Unscented Kalman Filter (UKF), to enhance modeling and understanding of neural dynamics from fMRI data, add…

   Jupyter Notebook

3. SEITRNet-Cpp SEITRNet-Cpp Public

   SEITRNet++ is the updated network simulation (SEITRNet). Experiment on how contact network topology reshapes intervention strategies

   Jupyter Notebook

4. insilico/UKF insilico/UKF Public

   R 1

5. Community-Detection-on-Graphs-with-Multiple-Layered-Community-Structure Community-Detection-on-Graphs-with-Multiple-Layered-Community-Structure Public

   This project focuses on the community structure analysis on graphs with multiple layers of community structures embedded in it. To conduct experiments on multiple layers of community structures in …

   Jupyter Notebook 1

6. Harmonization-Project Harmonization-Project Public

   This project creates a random melody and try to get a harmony between selected chord progression and evolved melody.

   JavaScript