networkscience

Network-based analysis pipeline for identifying and validating comorbidity-associated gene modules in HNSCC

This repository contains the codes of a research exploring the potential for extrinsic bugs propagation within the NPM ecosystem

general graph project

The goal of this project is to provide a theoretic analysis, explaining the effect of homophily on Graph Neural Network Performace, that leverages on recent results in random family networks and their geodesics, by exploring the structural effects of homophily.

Size constrained community detection with Simulated Annealing

It consists in basic metrics and functions to describe networks. I use as an example two synthetic networks.

Scientific Initiation project that intends to create a reaction network using a chemical database.

Swap Drainer

A collection of resources on the intersection between AI and Network Science.

Includes Source Code, PPT, Synopsis, Report, Documents, Base Research Paper & Video tutorials. Graph Neural Networks for Social Network Analysis leverages deep learning on graph data to study user relationships, predict behaviors, and extract meaningful insights from social networks.

Code to generate L-clones of a graph.

Matlab code and tutorial for computing modular dissociation (MD) from connectivity matrices

This project is a visualization of the network science models. Uses CytoScape.js to visualize the models.

Submodule of the Portable Graph Library (PGL) to simulate percolation on a graph.

Code for paper: Discovering Prominent Differences in Structural and Functional Connectomes Using a Multinomial Stochastic Block Model

Assortativity quantifies the tendency of nodes being connected to similar nodes in a complex network.

Network Science assignment - Polimi, fall '23