Projects in Awesome Lists tagged with complex-networks

https://github.com/networkx/networkx

Network Analysis in Python

complex-networks graph-algorithms graph-analysis graph-generation graph-theory graph-visualization python

Last synced: 12 May 2025

https://github.com/rapidsai/cugraph

cuGraph - RAPIDS Graph Analytics Library

complex-networks cuda gpu graph graph-algorithms graph-analysis graph-framework graphml nvidia rapids

Last synced: 23 Apr 2025

https://github.com/igraph/igraph

Library for the analysis of networks

c complex-networks graph-algorithms graph-theory mathematics network-analysis network-graph

Last synced: 14 May 2025

https://github.com/igraph/python-igraph

Python interface for igraph

complex-networks graph-algorithms graph-theory mathematics network-analysis network-graph python

Last synced: 12 May 2025

https://github.com/cneben/quickqanava

:link: C++17 network / graph visualization library - Qt6 / QML node editor.

complex-networks cpp cpp-library dataflow-programming graph graph-theory graph-visualization graphs qml qt qt-containers visualization

Last synced: 14 May 2025

https://github.com/cneben/QuickQanava

:link: C++17 network / graph visualization library - Qt6 / QML node editor.

complex-networks cpp cpp-library dataflow-programming graph graph-theory graph-visualization graphs qml qt qt-containers visualization

Last synced: 01 Apr 2025

https://github.com/pygraphviz/pygraphviz

Python interface to Graphviz graph drawing package

complex-networks graph-visualization python

Last synced: 18 Feb 2026

https://github.com/networkit/networkit

NetworKit is a growing open-source toolkit for large-scale network analysis.

complex-networks cpp dynamic-networks graph-algorithms graph-analysis graph-generation network-analysis parallel-algorithm python

Last synced: 14 May 2025

https://github.com/igraph/rigraph

igraph R package

complex-networks graph-algorithms graph-theory mathematics network-analysis network-graph r

Last synced: 08 Apr 2025

https://github.com/GiulioRossetti/cdlib

Community Discovery Library

cdlib community-detection community-discovery community-evaluation complex-networks igraph network-analysis networkx

Last synced: 01 May 2025

https://github.com/GiulioRossetti/ndlib

Network Diffusion Library - (for NetworkX and iGraph)

complex-networks epidemics opinion-dynamics simulation

Last synced: 01 May 2025

https://github.com/saibalmars/GraphRicciCurvature

A python library to compute the graph Ricci curvature and Ricci flow on NetworkX graph.

community-detection complex-networks forman-curvature graph-algorithms graph-analysis graph-similarity networkx python ricci-curvature ricci-flow

Last synced: 01 May 2025

https://github.com/juliadynamics/nonlineardynamicstextbook

Nonlinear Dynamics: A concise introduction interlaced with code

bifurcation-analysis chaos complex-networks dynamical-systems julia nonlinear-dynamics nonlinear-timeseries-analysis springer-book textbook tipping-point

Last synced: 07 Apr 2025

https://github.com/JuliaDynamics/NonlinearDynamicsTextbook

Nonlinear Dynamics: A concise introduction interlaced with code

bifurcation-analysis chaos complex-networks dynamical-systems julia nonlinear-dynamics nonlinear-timeseries-analysis springer-book textbook tipping-point

Last synced: 01 May 2025

https://github.com/DynamicsAndNeuralSystems/pyspi

Comparative analysis of pairwise interactions in multivariate time series.

complex-networks complex-systems multivariate-analysis multivariate-timeseries pairwise-interactions time-series time-series-analysis

Last synced: 04 Apr 2025

https://github.com/olivercliff/pyspi

Comparative analysis of pairwise interactions in multivariate time series.

complex-networks complex-systems multivariate-analysis multivariate-timeseries pairwise-interactions time-series time-series-analysis

Last synced: 10 Apr 2025

https://github.com/cwatson/braingraph

Graph theory analysis of brain MRI data

brain-connectivity brain-imaging complex-networks connectome connectomics fmri graph-theory mri network-analysis neuroimaging neuroscience r statistics tractography

Last synced: 18 Feb 2026

https://github.com/cwatson/brainGraph

Graph theory analysis of brain MRI data

brain-connectivity brain-imaging complex-networks connectome connectomics fmri graph-theory mri network-analysis neuroimaging neuroscience r statistics tractography

Last synced: 29 Mar 2025

https://github.com/python-graphblas/python-graphblas

Python library for GraphBLAS: high-performance sparse linear algebra for scalable graph analytics

complex-networks graph-algorithms graph-analysis graph-datastructures graph-theory graphblas linear-algebra numba pydata python python-wrapper sparse sparse-data sparse-matrix suitesparse

Last synced: 09 Apr 2026

https://github.com/lynxkite/lynxkite

The complete graph data science platform

complex-networks data-science graph-algorithms graph-visualization hacktoberfest machine-learning

Last synced: 27 Mar 2026

https://github.com/benedekrozemberczki/diff2vec

Reference implementation of Diffusion2Vec (Complenet 2018) built on Gensim and NetworkX.

complex-networks deep-learning deepwalk diff2vec diffusion embedding embeddings factorization gensim graph-embedding implicit-factorization machine-learning network-embedding neural-network node-embedding node2vec semisupervised-learning struc2vec tensorflow unsupervised-learning

Last synced: 11 Apr 2025

https://github.com/juliagraphs/multilayergraphs.jl

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

complex-networks complex-systems discrete-mathematics graph graph-algorithms graph-theory graph-theory-algorithms graph-theory-analysis graphs julia julia-language julia-package multilayer-graphs multilayer-network multilayer-networks multiplex-networks network network-analysis network-science networks

Last synced: 21 Sep 2025

https://github.com/python-graphblas/graphblas-algorithms

Graph algorithms written in GraphBLAS

complex-networks graph-algorithms graph-analysis graph-analytics graph-datastructures graph-library graph-theory graph-theory-algorithms graphblas pydata python

Last synced: 18 Feb 2026

https://github.com/lucidrains/complex-valued-transformer

Implementation of the transformer proposed in "Building Blocks for a Complex-Valued Transformer Architecture"

artificial-intelligence attention-mechanisms complex-networks deep-learning transformers

Last synced: 14 Apr 2025

https://github.com/filipinascimento/helios-web

A web-based framework to visualize dynamic networks in real-time.

3d complex-networks network visualization

Last synced: 06 Apr 2025

https://github.com/mehdihosseinimoghadam/complex-neural-networks

Implementation of Complex Valued Neural Networks in Pytorch 🧠

complex-batchnorm-layer complex-convolutional-layer complex-deep-unet complex-lenet complex-linear-layer complex-lstm-layer complex-networks complex-neural-networks complex-valued-inception complex-valued-neural-networks complex-valued-vgg complex-vgg16-net pytorch

Last synced: 11 Apr 2025

https://github.com/iaciac/simplagion

Code associated to the paper 'Simplicial models of social contagion' Nat. Commun. (2019)

complex-networks network-dynamics social-network spreading-process

Last synced: 01 May 2025

https://github.com/katolaz/netbunch

Software for complex network analysis -- see www.complex-networks.net

complex-networks complex-systems graph-algorithms network-algorithms network-science

Last synced: 04 Mar 2026

https://github.com/saran-nns/sorn

PyPi Package of Self-Organizing Recurrent Neural Networks (SORN) and Neuro-robotics using OpenAI Gym

associative-networks autonomous-agents bolzmann-machines brain-inspired-computing complex-networks cortical-learning cortical-network hebbian-learning hopfield-network machine-learning neuro-computing neuroinformatics neuroplasticity point-neurons reinforcement-learning reservoir-computing self-organizing-criticality self-organizing-network sorn

Last synced: 17 Mar 2025

https://github.com/benedekrozemberczki/orbitalfeatures

A sparsity aware implementation of "Biological Network Comparison Using Graphlet Degree Distribution" (Bioinformatics 2007)

bioinformatics centrality clustering-coefficient complex-networks data-science deepwalk feature-extraction graph-classification graph-enumeration graphlet machine-learning motif network-science node-classification node-embedding node2vec orbit research role2vec sklearn

Last synced: 21 Jun 2025

https://github.com/keyskey/spdpy

Multi agent simulation code for 2×2 Game on complex network

complex-networks evolutionary-game-theory game-theory multi-agent-simulation networkx python

Last synced: 18 Sep 2025

https://github.com/thongphamthe/PAFit

PAFit source

complex-networks cran fit-get-richer general-preferential-attachment minorize-maximization preferential-attachment r rich-get-richer scale-free temporal-networks

Last synced: 30 Jul 2025

https://github.com/hpai-bsc/fluid-communities

Fluid Communities: A community detection algorithm

algorithm community-detection complex-networks fluid-communities graph python-2

Last synced: 04 Mar 2026

https://github.com/kerighan/kinbaku

Fast graph database in pure Python

complex-networks graph-algorithms graph-analysis graph-database graph-theory graph-visualization networkx python

Last synced: 17 Jan 2026

https://github.com/leifeld/btergm

Temporal Exponential Random Graph Models by Bootstrapped Pseudolikelihood

complex-networks dynamic-analysis ergm estimation goodness-of-fit inference longitudinal-data network-analysis prediction tergm

Last synced: 21 Mar 2025

https://github.com/latentcat/network-vis

WIP. Visualization of social networks. 社交网络可视化。

complex-networks data data-science graph graph-visualization social-media social-network-analysis visualization wechat

Last synced: 16 Mar 2026

https://github.com/pseudomanifold/shakespeare

Code and data for extracting co-occurrence networks from Shakespeare's plays

co-occurence complex-networks networks shakespeare shakespeare-plays social-network social-network-analysis

Last synced: 16 Mar 2026

https://github.com/stdogpkg/emate

eMaTe can estimate the spectral density and trace functions even in matrices or graphs (undirected or directed) with million of nodes. (kernel polynomial method and SLQ)

complex-networks eigenvalues graphs kernel-polynomial-method matrices spectra sthocastic-lanczos-quadrature

Last synced: 12 Apr 2025

https://github.com/ryukinix/egsis

EGSIS: Exploratory Graph-based Semi-supervised Image Segmentation

active-learning complex-networks dynamical-systems hacktoberfest image-segmentation semi-supervised-learning superpixels

Last synced: 04 Sep 2025

https://github.com/CompNet/Orleans

Detection of Social Capitalists

community-detection complex-networks social-capitalists twitter

Last synced: 11 Mar 2025

https://github.com/cbueth/infomeasure

Python package for calculating various information measures, including entropy, mutual information, transfer entropy, and more, with support for both discrete and continuous variables.

complex-networks conditional-probability data-science entropy entropy-measures information-theory machine-learning mathematical-modelling mutual-information numpy physics research statistical-analysis transfer-entropy

Last synced: 25 Aug 2025

https://github.com/stdogpkg/stdog

The main goal of StDoG is to provide a package which can be used to study dynamical and structural properties (like spectra) on graphs with a large number of vertices.

complex-networks eigenvalues gpu graph kuramoto-model spectral-analysis tensorflow

Last synced: 12 Apr 2025

https://github.com/inphyt/social_ego_network_analysis

Ego Graph Analysis on Social Media.

complex-networks complexity ego-network facebook gephi graph-algorithms graph-analysis network network-analysis networks social-media social-media-mining social-network-analysis temporal-networks twitter twitter-api

Last synced: 17 Oct 2025

https://github.com/huckiyang/evolugenenet-adjacency-matrix-visualizer

ICML 18 workshop - Evolutionary Strategy Gradient Decent for Designing Gene Circuit

complex-networks complex-systems evolutionary-algorithms

Last synced: 21 Mar 2025

https://github.com/benmaier/gillepi

Provides classes to simulate epidemics on (potentially time-varying) networks using a Gillespie stochastic simulation algorithm or the classic agent based method.

agent-based-modeling complex-networks dynamic-networks epidemics si simulate-epidemics sir sirs sis

Last synced: 13 Mar 2025

https://github.com/airscholar/alphateam

Complex Network Analysis Using Machine Learning

complex-networks deep-learning gnn graph-theory machine-learning

Last synced: 14 Aug 2025

https://github.com/rrrlw/icon

R package that provides complex systems datasets from the Colorado Index of Complex Networks (ICON) at https://icon.colorado.edu/.

beginner-friendly beginners-friendly beginners-welcome complex-networks complex-systems-datasets cran data-package datasets network r r-package r-packages

Last synced: 19 Sep 2025

https://github.com/caiocarneloz/pycc

Python code for the semi-supervised learning method particle competition and cooperation

complex-networks graph-based-model machine-learning machine-learning-algorithms python semi-supervised

Last synced: 24 Oct 2025

https://github.com/filipinascimento/rmodularity

Small utility to calculate the robustness modularity, information modularity and modularity difference.

complex-networks modularity networks robustness-modularity sbm

Last synced: 14 Apr 2025

https://github.com/damascenorafael/identify-bots-reddit-comment-network

Characterization and classification of bots using only structural characteristics of the network. Python development of network construction, component analysis and Neural Network for classification.

bot-detection complex-networks machine-learning network-analysis network-science networkx reddit reddit-bot

Last synced: 13 Apr 2025

https://github.com/rgmantovani/mfeatextractor

MfeatExtractor is an automated code for meta-feature extraction, useful for meta-learning projects.

complex-networks data-complexity meta-features meta-learning

Last synced: 01 Jul 2025

https://github.com/compnet/netvotes

Extraction of voting networks

complex-networks european-parliament graph-partitioning signed-graphs voting-behavior

Last synced: 17 Jan 2026

https://github.com/ryukinix/tcc

Segmentação Semi-Supervisionada de Imagens através de Dinâmicas Coletivas em Redes Complexas

complex-networks dynamic-systems image-segmentation semi-supervised-learning superpixels tcc transductive-learning ufc

Last synced: 19 Mar 2026

https://github.com/rhcarvalho/as-network-simulation

Simulation on Complex Network Attack Analysis using the Internet graph.

complex-networks network-analysis racket simulation

Last synced: 07 Mar 2026

https://github.com/stdogpkg/cukuramoto

A python/CUDA pkg which solves numerically the kuramoto model through the Heun's method

complex-networks cuda kuramoto-model

Last synced: 28 Jan 2026

https://github.com/shivaprsd/msc-project

Fourth semester @ IITM - Project on Synchronisation in Complex Networks

complex-networks dynamical-systems iitm synchronization

Last synced: 17 Mar 2025

https://github.com/compnet/charnetreview

Up-to-date bibliographic references and files for the Character Networks review

character-networks complex-networks

Last synced: 17 Jan 2026

https://github.com/compnet/ganetto

Galatasaray Network Toolbox

community-detection complex-networks

Last synced: 17 Jan 2026

https://github.com/melchisedech333/verbum-language

🟣 A programming language focused on the development of complex systems. It supports the creation of systems involving the concepts of distributed computing, parallel computing, concurrent computing, meta-programming, hot code reload, high fault tolerance, and scalability.

complex-networks complex-systems concurrent-programming distributed-programming distributed-systems fault-tolerance free-and-open-source-software horizontal-scalable hot-code-reload imperative metaprogramming multiplatform multiprocessing open-source parellel-programming procedural programming-language scalable structured systems-engineering

Last synced: 19 Mar 2026

https://github.com/khizirsiddiqui/complex-network-influential-nodes

Papers about finding influential nodes in complex networks.

complex-networks influential-nodes

Last synced: 18 Jun 2026

https://github.com/geraked/complex-networks

Implementation of Complex Networks Algorithms

amirkabir-university community-detection complex-network complex-networks complex-networks-from-scratch complex-neural-networks cs224w geraked gnn graph-algorithms graph-neural-networks heterogeneous-graph-neural-network influence-maximization outbreak-detection rabist spectral-clustering

Last synced: 25 Jun 2026

https://github.com/made2591/spotispy-framework

A framework to take the songs heard using Spotify and shared on social to extract information about tracks, genres, users. SpotiSpy performs more than just visualization: it analyzes the kinds of songs, geolocalizes users, extracts the list of most listened songs, and so much more. Created with BIG help of @valentinarho.

complex-analysis complex-event-processing complex-networks mongodb python spotify spotify-api spotify-playlist trending trends

Last synced: 08 May 2026

https://github.com/cherusk/lindwurm

Ad-Hoc actioned means to analyze, explore, trace and monitor Distributed Systems

ad-hoc analyzer complex-networks complex-systems distributed-systems explorer lindwurm monitoring tracer

Last synced: 17 Mar 2025

https://github.com/brianckeegan/networkx_backbone

Implementation of backbone functions and filtering for complex networks

backbone-networks complex-networks networkx python

Last synced: 10 Mar 2026

https://github.com/avestura/python-networkx-playground

NetworkX assignments on Stackoverflow questions and Twitter Data

complex-networks networkx python

Last synced: 13 May 2026

https://github.com/meliksahturker/netgen

Network Generator framework that simulates daily interactions in an urban town

complex-networks covid-19 epidemic-simulations epidemics network sir-model

Last synced: 13 Jun 2026

https://github.com/deib-geco/genenetfusion

biomarkers co-expression complex-networks gene-expression-profiles gene-network-inference network-fusion

Last synced: 10 Apr 2025

https://github.com/mervin0502/algset

some algorithms for the machine learning...

classification clustering complex-networks machine-learning machine-learning-algorithms

Last synced: 18 Apr 2026

https://github.com/helgehatt/master-thesis

Large-scale Dynamic Models of Complex Networks

complex-networks dynamic-models high-performance-computing latent-space machine-learning maximum-likelihood-estimation modeling pytorch time-series-analysis

Last synced: 25 Jan 2026

https://github.com/xmaster6y/twitch_analysis

Little study of the Twitch network from the point of vie of complex systems and graphs.

complex-networks graphs jupyter-notebook python3 twitch twitch-api

Last synced: 13 Sep 2025

https://github.com/davidemiceli/basic-influence-roles

Detect and measure the Basic Influence Role each node plays in a Directed Network.

clustering complex-networks data-science graph-algorithms graph-theory network-analysis network-science social-network-analysis social-sciences

Last synced: 21 Mar 2025

https://github.com/godoyle/analysis

analysis-framework awesome chinese-translation code-quality complex-networks coq domain-analysis drop-ice elasticsearch graph-theory hacktoberfest malware-analysis malware-research malware-samples notes static-analyzers static-code-analysis threat-intelligence

Last synced: 24 Jun 2025

https://github.com/meysam81/niblpa

A Node Influence Based Label Propagation Algorithm for Community Detection in Networks

algorithm c-plus-plus c-plus-plus-11 community-detection complex-networks label-propagation network node-influence-based project thesis

Last synced: 21 Jun 2026

https://github.com/akshayxml/anchor-node-finder

The code and results for finding anchor nodes in different networks which reduce the APL of the network.

2d-networks 3d-network average-path-length complex-networks cylindrical-networks erdos-reyni-graphs graph random-networks

Last synced: 19 Mar 2025

https://github.com/neudinger/problem-f-machine-works

Problem F: Machine Works NP complex problem solver Memoisation with Steiner tree

complex-networks complex-systems decision-tree

Last synced: 30 Jun 2026

https://github.com/bruaristimunha/estamira-coerencia-discursos

Artigo apresentando na 1ª Escola Regional de Aprendizado de Máquina e Inteligência Artificial de São Paulo

aprendizado-maquina complex-networks estamira machine-learning natural-language-processing portuguese-brazilian processamento-de-linguagem-natural redes-complexas

Last synced: 09 Jun 2026

https://github.com/eulphean/holons-and-holarchy

Abstract prints modelled after binary search tree data structure.

complex-networks cpp holarchy holon interactive-visualizations openframeworks recursion

Last synced: 31 Mar 2025

https://github.com/haaziq386/motifscale

MotifGraphLab is a Python framework for generating large graphs from 4‑node motifs. It computes scalable metrics (diameter, clustering, path length, triangles) with exact and approximate methods.

clustering-coefficient complex-networks data-science diameter-estimation graph-analysis graph-generation graph-theory motifs network-science networkx python research-tool scalability simulation