Algorithms for online influence maximization

Source code for blog post at https://hautahi.com/im_greedycelf

Social network analyses code examples for PyCon 2019 talk

Code for Influence Maximization Problem

Implementation of Influence Maximisation on a graph dataset.

Influence Maximization in Near-Linear Time: A Martingale Approach Scala implementation

Source code for blog post at https://hautahi.com/im_ris

Python GPU Code for IM Algorithms

We use gpu to accelerate the influence-maximization diffusion, which can make it faster more than 10 times than before

A visualisation tool to assess the spread of influence.

Social Network Analysis

Identifying Influential Individuals on Large-Scale Social Networks

Influence Maximization problem with Deep Q-Network

This repository contains a complimentary code for the article "Content-based Network Influence Probabilities: Extraction and Application". The repository contains trained dataset, solvers for the node immunization problem, code for crawling and downloading VK social network, and script for extracting influence probabilities based on the downloaded data.

Course project for CPSC534: Topics in Data Science & Management: Social Networks at UBC 2017

Evaluation and improvement of cascade diffusion robustness against node attacks.

Influence Maximization in Go (CELF, TIM, MaxDiscount, DegreeDiscount, PMC)