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chanteurvictor's Projects

awesome-public-datasets

A topic-centric list of HQ open datasets. PR ☛☛☛

barabasi-albert_network

Barabási–Albert Network. A Step-by-Step Model with Visualizations created in Python 3.

communities

Library of community detection algorithms and visualization tools

conference-acceptance-rate

Acceptance rates for the major AI conferences

conference-accepted-paper-list

Some Conferences' accepted paper lists (including AAAI, IJCAI, KDD, WWW, ICLR, ICML...)

datasets

A repository of pretty cool datasets that I collected for network science and machine learning research.

deltacon

The implementation of the algorithm proposed in A Principled Massive-Graph Similarity Function, and improvement of this algorith.

dive-into-dl-pytorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

dml

MLib, Involved with: TopicModel、LR、GBDT、TimeSeries、Word[Doc] Embedding、graph，etc

finding-the-rumor-source

Designed message passing algorithms(Rumor centrality and Jordan centrality) to locate the source of a rumor in a given network

gnnpapers

Must-read papers on graph neural networks (GNN)

graph-based-deep-learning-literature

links to conference publications in graph-based deep learning

graphriccicurvature

A NetworkX addon to compute the graph Ricci curvature and Ricci flow.

lpa-algorithm-demo

a demo of a community detection algorithm

networkssimulator

Python tool for generating networks, analyzing centralities and simulating epidemics spreading.

ovpnmi

Overlapping Normalized Mutual Information and Omega Index evaluation for the overlapping community structure produced by clustering algorithms

slpa-py

Speaker-listener Label Propagation Algorithm Implemented in Python

snap

Stanford Network Analysis Platform (SNAP) is a general purpose network analysis and graph mining library.

This package implements algorithms for identifying overlapping communities in large undirected networks. The sampling based algorithms derive from stochastic variational inference under the (assortative) mixed-membership stochastic blockmodel. For details see the following reference: http://www.pnas.org/content/early/2013/08/14/1221839110.full.pdf

tadw

code for IJCAI2015 paper "Network Representation Learning with Rich Text Information"

word2vec

This is a clone of an SVN repository at http://word2vec.googlecode.com/svn/trunk. It had been cloned by http://svn2github.com/ , but the service was since closed. Please read a closing note on my blog post: http://piotr.gabryjeluk.pl/blog:closing-svn2github . If you want to continue synchronizing this repo, look at https://github.com/gabrys/svn2github

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