network-science · GitHub Topics

briatte / awesome-network-analysis

#Awesome#A curated list of awesome network analysis resources.

network-analysis network-visualization complex-networks graph-theory network-science social-networks Awesome Lists list

R 3.66 k

16 天前

benedekrozemberczki / pytorch_geometric_temporal

#计算机科学#PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)

翻译 - PyTorch Geometric的时间扩展库

PyTorch graph-neural-networks temporal-networks temporal-graphs gcn graph-convolutional-networks 深度学习 network-science temporal-data node-embedding network-embedding graph-embedding spatial-data spatial-analysis spatio-temporal-analysis gnn graph-convolution

Python 2.75 k

1 个月前

benedekrozemberczki / awesome-community-detection

#计算机科学#A curated list of community detection research papers with implementations.

翻译 - 精选的社区检测研究论文及其实现。

graph-clustering network-clustering clustering dimensionality-reduction factorization embedding 深度学习 matrix-factorization igraph networkx network-science social-network network-analysis node2vec deepwalk unsupervised-learning 数据科学机器学习 community-detection

Python 2.36 k

1 年前

benedekrozemberczki / karateclub

#计算机科学#Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)

翻译 - 通用社区检测和网络嵌入库，用于基于NetworkX构建的研究。

community-detection graph-clustering deepwalk networkx louvain network-science 机器学习 unsupervised-learning gcn node2vec graph2vec supervised-learning scikit-learn graph-embedding network-embedding node-embedding

Python 2.2 k

8 个月前

scikit-mobility / scikit-mobility

scikit-mobility: mobility analysis in Python

数据科学数据分析 complex-systems network-science 统计 risk-assessment

Python 740

10 个月前

benedekrozemberczki / littleballoffur

#计算机科学#Little Ball of Fur - A graph sampling extension library for NetworKit and NetworkX (CIKM 2020)

graph random-walk node-embedding network-embedding graph-embedding sampling network-science 深度学习机器学习 graph-algorithms networkx

Python 709

1 年前

paulbrodersen / netgraph

Publication-quality network visualisations in python

Network 可视化 network-analysis graph igraph matplotlib network-science networkx Python

Python 704

2 个月前

benedekrozemberczki / datasets

#计算机科学#A repository of pretty cool datasets that I collected for network science and machine learning research.

network-science network-analysis 数据科学机器学习 gcn graph-embedding network-embedding community-detection graph-convolution node-embedding graph-neural-network gnn dimensionality-reduction deepwalk node2vec graph2vec benchmark dataset

624

1 年前

CambridgeUniversityPress / FirstCourseNetworkScience

#数据仓库#Tutorials, datasets, and other material associated with textbook "A First Course in Network Science" by Menczer, Fortunato & Davis

social-network network-science textbook 数据集 Python networkx 教程

Jupyter Notebook 389

1 年前

IBM / AMLSim

The AMLSim project is intended to provide a multi-agent based simulator that generates synthetic banking transaction data together with a set of known money laundering patterns - mainly for the purpos...

graph network-visualization network-science finance-application finance fraud-detection

Python 274

2 年前

HGX-Team / hypergraphx

HGX is a multi-purpose, open-source Python library for higher-order network analysis

graph-algorithms network-science

Python 239

17 天前

xgi-org / xgi

CompleX Group Interactions (XGI) is a Python package for higher-order networks.

network-science graph-analysis

Jupyter Notebook 198

22 天前

varoudis / depthmapX

depthmapX is a multi-platform Spatial Network Analysis Software

spatial-analysis graph-analysis graph-algorithms architecture design-tools network-analysis network-science agent-based-modeling agent-based-simulation C++Qt Windows macOS Linux

C++ 185

4 年前

benedekrozemberczki / role2vec

#计算机科学#A scalable Gensim implementation of "Learning Role-based Graph Embeddings" (IJCAI 2018).

gensim struc2vec deepwalk node2vec network-embedding graph-embedding node-embedding PyTorch Tensorflow 机器学习 research scikit-learn weisfeiler-lehman graph-neural-network 深度学习 graph-wavelet network-science representation-learning word2vec

Python 166

2 年前

Ashish7129 / Graph_Sampling

Graph Sampling is a python package containing various approaches which samples the original graph according to different sample sizes.

data-mining big-data big-data-analytics sampling sample network-analysis network-science random-walk graphs Python networkx subgraph Network breadth-first-search

Python 162

4 年前

JuliaGraphs / MultilayerGraphs.jl

A Julia package for the creation, manipulation and analysis of the structure, dynamics and functions of multilayer graphs.

Julia 语言 graphs networks complex-networks graph-theory network-analysis network-science complex-systems graph Network graph-algorithms

Julia 122

8 个月前

rodmoioliveira / football-graphs

Graphs and passing networks in football.

graphs football-data Clojure ClojureScript 数据可视化数据分析 sports-analytics networkx complex-networks soccer network-science

HTML 114

2 年前

jkbren / einet

Uncertainty and causal emergence in complex networks

network-science information-theory scale

Jupyter Notebook 109

4 年前

benedekrozemberczki / tigerlily

#计算机科学#TigerLily: Finding drug interactions in silico with the Graph.

Node.js embedding node-embedding graph-embedding gradient-boosting graph network-science biology knowledge-graph 深度学习机器学习 unsupervised-learning graph-database

Jupyter Notebook 99

2 年前

netspractice / network-science

Practical assignments for the network science course

graph-algorithms graph-neural-networks knowledge-graph network-science social-network

Jupyter Notebook 91

15 天前