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gcn

Implementation of Graph Convolutional Networks in TensorFlow

gem

genetic-algorithm

Genetic algorithm tutorial for Python

genetics

A python library for genetic algorithms

gplearn

Genetic Programming in Python, with a scikit-learn inspired API

graph-networks

A list of interesting graph neural networks (GNN) links with a primary interest in recommendations and tensorflow that is continually updated and refined

graph-streaming

A streaming algorithm for graph clustering

graph2vec_tf

This repository contains the "tensorflow" implementation of our paper "graph2vec: Learning distributed representations of graphs".

graph_2d_cnn

Code and data for the paper 'Classifying Graphs as Images with Convolutional Neural Networks'

graph_comb_opt

Implementation of "Learning Combinatorial Optimization Algorithms over Graphs"

graphgan

A tensorflow implementation of GraphGAN (Graph Representation Learning with Generative Adversarial Nets)

guide

An introduction to our Answer Set Programming tools focusing on gringo, clingo, and clasp.

guided-local-search

An Enhanced Guided Local Search for the Quadratic Assignment Problem

h2o-3

Open Source Fast Scalable Machine Learning Platform For Smarter Applications: Deep Learning, Gradient Boosting & XGBoost, Random Forest, Generalized Linear Modeling (Logistic Regression, Elastic Net), K-Means, PCA, Stacked Ensembles, Automatic Machine Learning (AutoML), etc.

higher-order-organization-matlab

Experimental Matlab code for methods and some examples in "Higher-order organization of complex networks"

hkgrow

Heat-kernel based local clustering

hyperopt

Distributed Asynchronous Hyperparameter Optimization in Python

lemon

LEMON: A local algorithm for fast, high-precision overlapping community detection

lincom

A linear time community detection algorithm proposed by Basuchowdhuri et al.

line

LINE: Large-scale information network embedding

linkcomm

Programs to identify link communities in complex networks

llsa

Local Lanczos Spectral Approximation for Community Detection

local-community-detection

logan

LoGAN: Generating Logos with a Generative Adversarial Neural Network Conditioned on color

logo-gen

Accompanying code for the paper "Logo Synthesis and Manipulation with Clustered Generative Adversarial Networks"

losp_plus

Krylov Subspace Approximation for Local Community Detection in Large Networks

machine-learning-uiuc

🖥️ CS446: Machine Learning in Spring 2018, University of Illinois at Urbana-Champaign

maos-tsp

Multiagent optimization system (MAOS) for solving the Traveling Salesman Problem (TSP).

mappr-community-detection

MAPPR community detection implementation on networkx

metavc

Repository for MetaVC -- A Meta Local Search Framework For Minimum Vertex Cover (MinVC)