longlonglin

benchmarking-gnns

Repository for benchmarking graph neural networks

CommunityDetection

GN, FN, LPA, SLPA, COPAR、Louvain...

Awesome-DynamicGraphLearning

Awesome papers about machine learning (deep learning) on dynamic (temporal) graphs (networks / knowledge graphs).

Laplacians.jl

Algorithms inspired by graph Laplacians: linear equation solvers, sparsification, clustering, optimization, etc.

PyParSVD

An implementation of the 1. Parallel, 2. Streaming, 3. Randomized SVD using MPI4Py

Personalized-PageRank

fora

FORA: Simple and Effective Approximate Single-Source Personalized Pagerank

C-Plus-Plus

Collection of various algorithms in mathematics, machine learning, computer science and physics implemented in C++ for educational purposes.

CPlusPlusThings

C++那些事

densest-subgraph-problem

HNE

Heterogeneous Network Embedding: Survey, Benchmark, Evaluation, and Beyond

guppy3

guppy / heapy ported to Python3. It works for real!

memory_profiler

Monitor Memory usage of Python code

Awesome-Deep-Community-Detection

Deep and conventional community detection related papers, implementations, datasets, and tools.

Simple-CV

A minimalistic CV template with BibLaTeX support

latexcv

:necktie: A collection of cv and resume templates written in LaTeX. Leave an issue if your language is not supported!

konect-extr

Network dataset extraction library – part of the KONECT project by Jérôme Kunegis, University of Namur

cnn_graph

Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering

GraphSAGE

Representation learning on large graphs using stochastic graph convolutions.

EdMot_pro

Edge enhancement approach for motif-aware community detection (KDD2019, Oral presentation)

bidirectional-random-walk

Random Walk (Personalized PageRank) Algorithms for Large Graphs

python_data_structures_and_algorithms

Python 中文数据结构和算法教程

cdlib

Community Discovery Library

LocalGraphClustering

HNIP

Temporal Network Embedding with High-Order Nonlinear Information (AAAI 2020)

TextRank4ZH

:deciduous_tree:从中文文本中自动提取关键词和摘要

pytextrank

Python implementation of TextRank algorithms ("textgraphs") for phrase extraction

fast-pagerank

Fast (Personalized) PageRank Implementation

hkgrow

Heat-kernel based local clustering

pathpy

pathpy is an OpenSource python package for the modeling and analysis of pathways and temporal networks using higher-order and multi-order graphical models