briatte / awesome-network-analysis

A curated list of awesome network analysis resources.

list awesome social-networks network-science graph-theory awesome-list complex-networks network-visualization network-analysis social-network-analysis political-networks semantic-networks disease-networks historical-networks sna

Updated Aug 26, 2020
R

benedekrozemberczki / awesome-community-detection

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A curated list of community detection research papers with implementations.

data-science machine-learning deep-learning social-network clustering community-detection network-science deepwalk matrix-factorization networkx dimensionality-reduction factorization network-analysis unsupervised-learning igraph embedding graph-clustering node2vec network-clustering bigclam

Updated Aug 4, 2020
Python

benedekrozemberczki / karateclub

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

machine-learning sklearn community-detection network-science deepwalk networkx supervised-learning louvain unsupervised-learning network-embedding scikit label-propagation gcn graph-clustering node2vec networkx-graph graph-embedding graph2vec node-embedding 2vec

Updated Sep 13, 2020
Python

benedekrozemberczki / littleballoffur

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Little Ball of Fur - A graph sampling extension library for NetworKit and NetworkX (CIKM 2020)

machine-learning deep-learning graph graph-algorithms network-science networkx sampling network-embedding random-walk metropolis-hastings minimum-spanning-tree graph-embedding forest-fire graph-sampling network-analytics node-embedding graph-sparsification community-structure network-sampling

Updated Sep 8, 2020
Python

scikit-mobility / scikit-mobility

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Open

preprocessing.detection: rename stops with stay_locations

FilippoSimini opened May 14, 2019

enhancement good first issue

benedekrozemberczki / pytorch_geometric_temporal

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A Temporal Extension Library for PyTorch Geometric

deep-learning network-science pytorch temporal-networks spatial-analysis spatial-data network-embedding spatio-temporal-analysis graph-convolutional-networks gcn spatio-temporal-data temporal-data graph-embedding geometric-deep-learning graph-neural-networks node-embedding graph-convolution gnn temporal-graphs

Updated Aug 27, 2020
Python

benedekrozemberczki / datasets

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

data-science benchmark machine-learning community-detection network-science deepwalk dataset dimensionality-reduction network-analysis network-embedding link-prediction gcn node2vec graph-embedding node-classification graph2vec node-embedding graph-convolution gnn graph-neural-network

Updated May 21, 2020

benedekrozemberczki / role2vec

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A scalable Gensim implementation of "Learning Role-based Graph Embeddings" (IJCAI 2018).

machine-learning research deep-learning tensorflow word2vec sklearn network-science pytorch deepwalk gensim representation-learning network-embedding node2vec weisfeiler-lehman graph-embedding graph-wavelet node-embedding struc2vec implicit-factorization graph-neural-network

Updated Jun 1, 2020
Python

varoudis / depthmapX

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depthmapX is a multi-platform Spatial Network Analysis Software

windows linux c-plus-plus qt graph-algorithms architecture network-science urban-planning macosx spatial-analysis agent-based-modeling network-analysis design-tools graph-analysis visibility-graph spatial-statistics visibility-analysis urban-design agent-based-simulation space-syntax

Updated Nov 29, 2019
C++

Ashish7129 / Graph_Sampling

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

python sample data-mining big-data network graphs network-science networkx sampling network-analysis social-network-analysis breadth-first-search induction random-walk subgraph big-data-analytics

Updated Mar 11, 2020
Python

CambridgeUniversityPress / FirstCourseNetworkScience

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

python social-network network-science tutorials networkx textbook datasets indiana-university

Updated Jul 17, 2020
Jupyter Notebook

mdeff / ntds_2017

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Material for the EPFL master course "A Network Tour of Data Science", edition 2017.

education data-science epfl graphs network-science

Updated May 29, 2020
Jupyter Notebook

IBM / AMLSim

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The AMLSim project is intended to provide a multi-agent based simulator that generates a series of banking transaction data together with a set of known money laundering patterns - mainly for the purpose of testing your machine learning models and graph algorithms. We welcome you to enhance this effort since data set is critical to advance our detection capabilities of money laundering activities .

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