complex-networks

There are 24 repositories under complex-networks topic.

networkx / networkx
Network Analysis in Python
python complex-networks graph-theory graph-algorithms graph-analysis graph-generation graph-visualization spec-0 spec-1 spec-4
Language:Python 14154
briatte / awesome-network-analysis
A curated list of awesome network analysis resources.
network-analysis network-visualization complex-networks political-networks semantic-networks graph-theory disease-networks network-science social-networks social-network-analysis historical-networks sna awesome-list awesome list
Language:R 3357
igraph / igraph
Library for the analysis of networks
c complex-networks graph-algorithms graph-theory mathematics network-analysis network-graph
Language:C 1671
rapidsai / cugraph
cuGraph - RAPIDS Graph Analytics Library
rapids nvidia gpu cuda graph graph-algorithms graph-analysis graph-framework graphml complex-networks
Language:Cuda 1566
igraph / python-igraph
Python interface for igraph
complex-networks graph-algorithms graph-theory mathematics network-analysis network-graph python
Language:Python 1232
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
Language:C++ 1070
networkit / networkit
NetworKit is a growing open-source toolkit for large-scale network analysis.
complex-networks graph-algorithms network-analysis cpp graph-analysis graph-generation dynamic-networks parallel-algorithm python
Language:C++ 734
pygraphviz / pygraphviz
Python interface to Graphviz graph drawing package
complex-networks graph-visualization python spec-0
Language:C 729
igraph / rigraph
igraph R package
complex-networks graph-algorithms graph-theory mathematics network-analysis network-graph r
Language:R 519
cdlib
GiulioRossetti / cdlib
Community Discovery Library
cdlib community-detection community-discovery community-evaluation complex-networks igraph network-analysis networkx
Language:Python 348
GiulioRossetti / ndlib
Network Diffusion Library - (for NetworkX and iGraph)
complex-networks epidemics opinion-dynamics simulation
Language:Python 269
dcmocanu / sparse-evolutionary-artificial-neural-networks
Always sparse. Never dense. But never say never. A Sparse Training repository for the Adaptive Sparse Connectivity concept and its algorithmic instantiation, i.e. Sparse Evolutionary Training, to boost Deep Learning scalability on various aspects (e.g. memory and computational time efficiency, representation and generalization power).
artificial-neural-networks sparse-neural-networks restricted-boltzmann-machine multi-layer-perceptron deep-learning deep-neural-networks neuroevolution complex-networks evolutionary-algorithms randomization scalability sparsity generative-models classification deep-learning-papers deep-learning-algorithms scalable-deep-learning sparse-training sparse-evolutionary-training adaptive-sparse-connectivity
Language:Python 236
qinyuenlp / CommunityDetection
复杂网络社区发现算法、评价指标、常用数据集整理
community-detection complex-networks
Language:Python 216
saibalmars / GraphRicciCurvature
A python library to compute the graph Ricci curvature and Ricci flow on NetworkX graph.
ricci-curvature networkx graph-algorithms graph-analysis complex-networks ricci-flow community-detection graph-similarity forman-curvature python
Language:Python 212
JuliaDynamics / NonlinearDynamicsTextbook
Nonlinear Dynamics: A concise introduction interlaced with code
nonlinear-dynamics julia springer-book nonlinear-timeseries-analysis chaos dynamical-systems complex-networks textbook tipping-point bifurcation-analysis
Language:Julia 206
DynamicsAndNeuralSystems / pyspi
Comparative analysis of pairwise interactions in multivariate time series.
time-series pairwise-interactions complex-networks complex-systems time-series-analysis multivariate-analysis multivariate-timeseries
Language:Python 167
cwatson / brainGraph
Graph theory analysis of brain MRI data
graph-theory network-analysis neuroscience neuroimaging mri r statistics brain-connectivity connectome complex-networks brain-imaging connectomics tractography fmri
Language:R 162
NEGU93 / cvnn
Library to help implement a complex-valued neural network (cvnn) using tensorflow as back-end
complex-networks complex-neural-networks complex-numbers deep-learning machine machine-learning neural-networks python tensorflow
Language:Python 139
lynxkite
lynxkite / lynxkite
The complete graph data science platform
data-science complex-networks graph-algorithms graph-visualization machine-learning hacktoberfest
Language:Scala 134
ivannz / cplxmodule
Complex-valued neural networks for pytorch and Variational Dropout for real and complex layers.
pytorch complex-networks variational-bayes dropout sparsification
Language:Python 128
diff2vec
benedekrozemberczki / diff2vec
Reference implementation of Diffusion2Vec (Complenet 2018) built on Gensim and NetworkX.
diff2vec deepwalk node2vec struc2vec gensim tensorflow unsupervised-learning graph-embedding node-embedding network-embedding embedding factorization diffusion implicit-factorization machine-learning deep-learning semisupervised-learning neural-network complex-networks embeddings
Language:Python 118
DataForScience / Networks
Network and Graph Algorithms From Scratch
networks complex-networks graph algorithms graph-algorithms graph-theory tutorial
Language:Jupyter Notebook 112
MultilayerGraphs.jl
JuliaGraphs / MultilayerGraphs.jl
A Julia package for the creation, manipulation and analysis of the structure, dynamics and functions of multilayer graphs.
julia-language julia-package graphs networks complex-networks graph-theory graph-theory-algorithms graph-theory-analysis multilayer-networks network-analysis network-science complex-systems multilayer-graphs multilayer-network julia graph network multiplex-networks discrete-mathematics graph-algorithms
Language:Julia 112
python-graphblas
python-graphblas / python-graphblas
Python library for GraphBLAS: high-performance sparse linear algebra for scalable graph analytics
graphblas suitesparse python python-wrapper numba graph-algorithms graph-theory complex-networks graph-analysis linear-algebra pydata graph-datastructures sparse sparse-data sparse-matrix
Language:Jupyter Notebook 112
GiulioRossetti / dynetx
Dynamic Network Analysis library
complex-networks dynamic-networks network-analysis
Language:Python 105
football-graphs
rodmoioliveira / football-graphs
Graphs and passing networks in football.
graphs football-data clojure clojurescript data-visualization data-analysis sports-analytics jgrapht networkx betweenness-centrality clustering-coefficient algebraic-connectivity eigenvector-centrality complex-networks flow-centrality soccer flow-betweenness network-science passmap passing-network
Language:HTML 101
XinyuanLiao / ComplexNN
😀A toolbox for using complex valued standard network modules in PyTorch.
cnn complex-networks mlp pypi pytorch rnn
Language:Python 82
feiyutalk / mcnp
:bar_chart:复杂网络建模课程设计. The project of modeling of complex networks course.
attention-attack clustering-coefficient complex-networks coreness graph hit model project simulation
Language:Java 75
alexjungaalto / FederatedLearning
Material workbench for the master-level course CS-E4740 "Federated Learning"
artificial-intelligence complex-networks distributed-systems federated-learning machine-learning networksecurity
Language:Jupyter Notebook 67
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
Language:Python 60
filipinascimento / helios-web
A web-based framework to visualize dynamic networks in real-time.
3d complex-networks network visualization
Language:JavaScript 56
noisy-networks-measurements
jg-you / noisy-networks-measurements
Noisy network measurement with stan
bayesian-inference complex-networks inference networks stan
Language:Stan 50
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
Language:Python 46
DataForScience / Graphs4Sci
graphs graphs-theory data-science network-analysis complex-networks machine-learning machine-learning-algorithms algorith
Language:Jupyter Notebook 43
iaciac / simplagion
Code associated to the paper 'Simplicial models of social contagion' Nat. Commun. (2019)
complex-networks network-dynamics social-network spreading-process
Language:Jupyter Notebook 40
telmomenezes / synthetic
Symbolic Generators for Complex Networks
complex-networks complexity-analysis complex-systems networks graphs graph-algorithms evolutionary-computation evolutionary-algorithms genetic-programming artificial-intelligence computational-social-science computational-sociology bioinformatics sociology biology neuroscience machine-learning science-research python
Language:Python 40

complex-networks

networkx / networkx

briatte / awesome-network-analysis

igraph / igraph

rapidsai / cugraph

igraph / python-igraph

cneben / QuickQanava

networkit / networkit

pygraphviz / pygraphviz

igraph / rigraph

GiulioRossetti / cdlib

GiulioRossetti / ndlib

dcmocanu / sparse-evolutionary-artificial-neural-networks

qinyuenlp / CommunityDetection

saibalmars / GraphRicciCurvature

JuliaDynamics / NonlinearDynamicsTextbook

DynamicsAndNeuralSystems / pyspi

cwatson / brainGraph

NEGU93 / cvnn

lynxkite / lynxkite

ivannz / cplxmodule

benedekrozemberczki / diff2vec

DataForScience / Networks

JuliaGraphs / MultilayerGraphs.jl

python-graphblas / python-graphblas

GiulioRossetti / dynetx

rodmoioliveira / football-graphs

XinyuanLiao / ComplexNN

feiyutalk / mcnp

alexjungaalto / FederatedLearning

python-graphblas / graphblas-algorithms

filipinascimento / helios-web

jg-you / noisy-networks-measurements

lucidrains / complex-valued-transformer

DataForScience / Graphs4Sci

iaciac / simplagion

telmomenezes / synthetic