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ga

Code for the paper: Augmenting genetic algorithms with deep neural networks for exploring the chemical space

gat2vec

representation learning on attributed graphs

gen_acbsp

Genetic algorithm for solving the Auto-Correlation Binary Sequence Problem.

gfsm

The GFSM algorithm

gqr

gradient_descent_algorithm_using_numpy

Batch, Stochastic and Mini-batch gradient algorithm implementation using Numpy

graph-stream-generator

The Graph Stream Generator (GSG) generates multiple streams of graph vertices and edges according to subgraph patterns that can be partitioned across different streams.

graph-streaming

A streaming algorithm for graph clustering

graph_generator

A dynamic graph generator in Python and an implementation of a community detection algorithm

graphsage

Representation learning on large graphs using stochastic graph convolutions.

grarep

Source Code of GraRep

gspan

Python implementation of frequent subgraph mining algorithm gSpan. Directed graphs are supported.

hashtagpopularityprediction

hawkes-process-toolkit

A toolbox of Hawkes processes

hawkescode

Code Demos from "Tracking Dynamic Point Processes on Networks"

hawkesinfluence

pairwise influence modeling via Hawkes Process

hete-cf

Hete-CF: Social Recommendation using Heterogeneous Relations

hetepathmine

A Transductive Classification Method on Heterogeneous Information Network

hierarchical-temporal-memory

Parallel Implementation of Hierarchical Temporal Memory for Time Series Anomaly Detection

higher-order-organization-matlab

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

hon

Code for generating Higher-order Network (HON) from data with higher-order dependencies

icme2017

Unsupervised Feature Selection with Ordinal Locality

im2col

Transfer image to columns to support all kinds of sliding window operations

imitation-learning-for-point-process

PPG (Point Process Generator) is a Reinforcement Learning framework that is able to produce actions by imitating expert sequences.

inference_opinion_dynamics

Source code and dataset used in the paper titled "Inference of Hidden Social Power through Opinion Formation in Complex Networks"

introtor

Lecture Code for Introduction to R Programming

kdd-lstm

LSTM and MLP models applied to the KDD cup'99 dataset

kdd2018-tutorial

Companion repository for the KDD'18 hands-on tutorial on Higher-Order Data Analytics for Temporal Network Data

know-evolve

Implementation code for ICML '17 paper "Deep Temporal Reasoning for Dynamic Knowledge Graphs"

labs

Metaheuristics for finding good Low Autocorrelation Binary Sequences