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Search results for network science
network-science
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70 search results found
Awesome Network Analysis
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3,192
A curated list of awesome network analysis resources.
Pytorch_geometric_temporal
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2,386
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)
Awesome Community Detection
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2,232
A curated list of community detection research papers with implementations.
Karateclub
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1,950
Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)
Scikit Mobility
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653
scikit-mobility: mobility analysis in Python
Littleballoffur
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651
Little Ball of Fur - A graph sampling extension library for NetworKit and NetworkX (CIKM 2020)
Netgraph
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595
Publication-quality network visualisations in python
Datasets
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521
A repository of pretty cool datasets that I collected for network science and machine learning research.
Firstcoursenetworkscience
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290
Tutorials, datasets, and other material associated with textbook "A First Course in Network Science" by Menczer, Fortunato & Davis
Role2vec
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157
A scalable Gensim implementation of "Learning Role-based Graph Embeddings" (IJCAI 2018).
Xgi
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150
CompleX Group Interactions (XGI) is a Python package for higher-order networks.
Hypergraphx
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145
HGX is a multi-purpose, open-source Python library for higher-order network analysis
Amlsim
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124
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 purpose of testing machine learning models and graph algorithms. We welcome you to enhance this effort since the data set related to money laundering is critical to advance detection capabilities of money laundering activities.
Depthmapx
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113
depthmapX is a multi-platform Spatial Network Analysis Software
Multilayergraphs.jl
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106
A Julia package for the creation, manipulation and analysis of the structure, dynamics and functions of multilayer graphs.
Tigerlily
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90
TigerLily: Finding drug interactions in silico with the Graph.
Graph_sampling
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89
Graph Sampling is a python package containing various approaches which samples the original graph according to different sample sizes.
Network Science
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67
Practical assignments for the network science course
Football Graphs
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64
Graphs and passing networks in football
Ntds_2017
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61
Material for the EPFL master course "A Network Tour of Data Science", edition 2017.
Ntds_2018
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61
Material for the EPFL master course "A Network Tour of Data Science", edition 2018.
Pdn
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51
The official PyTorch implementation of "Pathfinder Discovery Networks for Neural Message Passing" (WebConf '21)
Tiles
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46
TILES: an algorithm for community discovery in dynamic social networks
Einet
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45
Uncertainty and causal emergence in complex networks
Ntds_2019
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45
Material for the EPFL master course "A Network Tour of Data Science", edition 2019.
Kdd2018 Tutorial
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33
Companion repository for the KDD'18 hands-on tutorial on Higher-Order Data Analytics for Temporal Network Data
Datastructure
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27
Repository for DCA0209, an undergraduate course about Data Structure and Algorithms
Ai Bind
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27
Interpretable AI pipeline improving binding predictions for novel protein targets and ligands
Estimnetdirected
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24
Equilibrium Expectation for ERGM parameter estimation for large networks
Review
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23
🌎 Review materials for bioinformatics, computational biology, and science in general
Core_periphery_sbm
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21
Bayesian network models for inferring core-periphery structure
Alaamee
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20
Autologistic Actor Attribute Model (ALAAM) parameter estimation, simulation, and goodness-of-fit
Crank
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19
Prioritizing network communities
Ai Bind
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18
Interpretable AI pipeline improving binding predictions for novel protein targets and ligands
Netbunch
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18
Software for complex network analysis -- see www.complex-networks.net
Graphmaker
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17
code for the paper "GraphMaker: Can Diffusion Models Generate Large Attributed Graphs?"
Ai Distillery
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17
Automatically modelling and distilling knowledge within AI. In other words, summarising the AI research firehose.
The_facebook_scandal
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17
Network analysis of the Facebook/Cambridge Analytica scandal
Awesome Higherordergraph
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17
Collection of papers relating data-driven higher-order graph/networks researches.
Resolutions 2019
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16
A list of data mining and machine learning papers that I implemented in 2019.
Ditras
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16
DITRAS (DIary-based TRAjectory Simulator), a mathematical model to simulate human mobility
Data Science Notebooks
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15
Jupyter notebooks, accompanying the FinDS Python repo: contains code examples and results for 30+ financial data science projects
Algebraic Graphs Io
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15
I/O utilities and datasets for algebraic-graphs
Financial Data Science
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14
Financial and Investment Data Science: FinDS Python library and examples for applying quantitative and machine learning methods on structured and unstructured financial data sets
Orbitalfeatures
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13
A sparsity aware implementation of "Biological Network Comparison Using Graphlet Degree Distribution" (Bioinformatics 2007)
Network_diffusion
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13
Python package for simulation of spreading phenomena in complex networks
Pathways
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12
Disease pathways in the human interactome
Syntenet
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12
An R package to infer and analyze synteny networks from protein sequences
Netmem
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11
'netmem: Network Measures using Matrices' is an R Package
Epyc
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11
A versatile software for modeling epidemics on networks
Bicycle Network Growth
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11
Code for the paper Developing optimal bicycle network growth strategies
Dcss_supplementary
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10
Supplementary materials for McLevey 2021 Doing Computational Social Science (Sage, UK).
Networkcovertchannels
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9
Some network covert channel projects of my own research, containing a protocol channel tool (protocol switching covert channel, PCT/PSCC), a protocol hopping covert channel (PHCC) tool, the protocol channel-aware active warden (PCAW) and ... VSTT.
Info5613 Fall2021
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9
INFO 5613 Network Science
Sbm_canonical_mcmc
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9
C++ implementation of a MCMC sampler for the (canonical) SBM
Chronnets
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8
A network-based model for spatiotemporal data analysis
Rdyn
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8
RDyn: graph benchmark handling community dynamics
Aed Science
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8
Science description of the "AED" water quality model
Netsci Labs
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7
(In progress) Network science laboratories. Covers graph theory, random graphs and ML on graphs
Mudcod
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7
MuDCoD: Multi-subject Dynamic Community Detection
Bipartitesbm Mcmc
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7
C++ implementation of a MCMC sampler for the (microcanonical) bipartite SBM
Rags2ridges
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7
Get ridge or die trying - 2 cents
Sbm Bp
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6
Community detection engine for the degree-corrected Stochastic Block Model, using the Belief Propagation algorithm.
Dru
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6
Dru - blockchain analysis platform
Episimulator
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6
EpiSimulator: A Data-Driven Stochastic Hybrid Model for COVID-19 in Italy.
Multilayer Networks
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5
How to draw multilayer networks in R.
Netsci
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5
Analyzing Complex Networks with Python
Emln
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5
An R package for handling and manipulating multilayer network data, mainly for ecological networks
Rsetse
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5
This package is used to calculate the Strain Elevation Tension Spring embedding (SETSe) for networks in R
Transportation Flow Network
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5
Analyzing transportation graph from NYC data
1-70 of 70 search results
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