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The Top 23 Complex Networks Open Source Projects

Open source projects categorized as Complex Networks
Categories > Complex Networks
Networkx ⭐ 13,816
Network Analysis in Python
dependent packages 4,531total releases 92most recent commit 3 months agopypi networkx} Downloads
Awesome Network Analysis ⭐ 3,192
A curated list of awesome network analysis resources.
most recent commit 6 months ago
Igraph ⭐ 1,639
Library for the analysis of networks
most recent commit 3 months ago
Cugraph ⭐ 1,494
cuGraph - RAPIDS Graph Analytics Library
total releases 1most recent commit 3 months ago
Python Igraph ⭐ 1,200
Python interface for igraph
dependent packages 203total releases 39most recent commit 3 months agopypi python-igraph} Downloads
Quickqanava ⭐ 1,016
🔗 C++17 network / graph visualization library - Qt6 / QML node editor.
most recent commit 3 months ago
Pygraphviz ⭐ 717
Python interface to Graphviz graph drawing package
dependent packages 251total releases 39most recent commit 3 months agopypi pygraphviz} Downloads
Networkit ⭐ 711
NetworKit is a growing open-source toolkit for large-scale network analysis.
dependent packages 1total releases 8most recent commit 3 months ago
Rigraph ⭐ 515
igraph R package
most recent commit 3 months ago
Cdlib ⭐ 323
Community Discovery Library
dependent packages 4total releases 19most recent commit 8 months agopypi cdlib} Downloads
Ndlib ⭐ 259
Network Diffusion Library - (for NetworkX and iGraph)
dependent packages 3total releases 16most recent commit 4 months agopypi ndlib} Downloads
Graphriccicurvature ⭐ 192
A python library to compute the graph Ricci curvature and Ricci flow on NetworkX graph.
dependent packages 3total releases 19most recent commit 8 months agopypi GraphRicciCurvature} Downloads
Sparse Evolutionary Artificial Neural Networks ⭐ 187
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).
most recent commit 3 years ago
Nonlineardynamicstextbook ⭐ 184
Nonlinear Dynamics: A concise introduction interlaced with code
most recent commit 4 months ago
Graph Theory ⭐ 178
Julia and Python complex system applications in ecology, epidemiology, sociology, economics & finance; network science models including Bianconi-Barabási, Barabási-Albert, Watts-Strogatz, Waxman Model & Erdős-Rényi; graph theory algorithms involving Gillespie, Bron Kerbosch, Ramsey, Bellman Ford, A*, Kruskal, Borůvka, Prim, Dijkstra, DSatur, Randomized Distributed, Vizing, Topological Sort, DFS, BFS
most recent commit 2 years ago
Communitydetection ⭐ 138
复杂网络社区发现算法、评价指标、常用数据集整理
most recent commit 4 years ago
Lynxkite ⭐ 132
The complete graph data science platform
dependent packages 1total releases 3most recent commit 10 months agopypi lynxkite-client} Downloads
Diff2vec ⭐ 116
Reference implementation of Diffusion2Vec (Complenet 2018) built on Gensim and NetworkX.
most recent commit a year ago
Cvnn ⭐ 106
Library to help implement a complex-valued neural network (cvnn) using tensorflow as back-end
total releases 85most recent commit 8 months ago
Multilayergraphs.jl ⭐ 106
A Julia package for the creation, manipulation and analysis of the structure, dynamics and functions of multilayer graphs.
most recent commit 6 months ago
Networks ⭐ 105
Network and Graph Algorithms From Scratch
most recent commit a year ago
Dynetx ⭐ 98
Dynamic Network Analysis library
dependent packages 3total releases 16most recent commit 7 months agopypi dynetx} Downloads
Python Graphblas ⭐ 95
Python library for GraphBLAS: high-performance sparse linear algebra for scalable graph analytics
dependent packages 2total releases 19most recent commit 4 months agopypi python-graphblas} Downloads
The 10 Most Depended On Complex Networks Open Source Projects
Networkx ⭐ 13,816
Network Analysis in Python
dependent packages 4,531total releases 92latest release October 28, 2023most recent commit 3 months agopypi networkx} Downloads
Pygraphviz ⭐ 717
Python interface to Graphviz graph drawing package
dependent packages 251total releases 39latest release June 01, 2023most recent commit 3 months agopypi pygraphviz} Downloads
Python Igraph ⭐ 1,200
Python interface for igraph
dependent packages 203total releases 39latest release November 20, 2023most recent commit 3 months agopypi python-igraph} Downloads
Btergm ⭐ 14
Temporal Exponential Random Graph Models by Bootstrapped Pseudolikelihood
dependent packages 6total releases 20latest release October 05, 2023most recent commit 7 months ago
Cdlib ⭐ 323
Community Discovery Library
dependent packages 4total releases 19latest release March 08, 2022most recent commit 8 months agopypi cdlib} Downloads
Ndlib ⭐ 259
Network Diffusion Library - (for NetworkX and iGraph)
dependent packages 3total releases 16latest release September 27, 2021most recent commit 4 months agopypi ndlib} Downloads
Graphriccicurvature ⭐ 192
A python library to compute the graph Ricci curvature and Ricci flow on NetworkX graph.
dependent packages 3total releases 19latest release June 03, 2022most recent commit 8 months agopypi GraphRicciCurvature} Downloads
Dynetx ⭐ 98
Dynamic Network Analysis library
dependent packages 3total releases 16latest release October 26, 2021most recent commit 7 months agopypi dynetx} Downloads
Helios Web ⭐ 40
A web-based framework to visualize dynamic networks in real-time.
dependent packages 2total releases 25latest release October 05, 2023most recent commit 8 months agonpm helios-web} Downloads
Braingraph ⭐ 94
Graph theory analysis of brain MRI data
dependent packages 2total releases 11latest release September 29, 2020most recent commit 3 years ago
The 10 Latest Releases In Complex Networks Open Source Projects
Python Igraph ⭐ 1,200
Python interface for igraph
dependent packages 203total releases 39latest release November 20, 2023most recent commit 3 months agopypi python-igraph} Downloads
Networkx ⭐ 13,816
Network Analysis in Python
dependent packages 4,531total releases 92latest release October 28, 2023most recent commit 3 months agopypi networkx} Downloads
Graphblas Algorithms ⭐ 43
Graph algorithms written in GraphBLAS
total releases 9latest release October 19, 2023most recent commit 4 months ago
Python Graphblas ⭐ 95
Python library for GraphBLAS: high-performance sparse linear algebra for scalable graph analytics
dependent packages 2total releases 19latest release October 18, 2023most recent commit 4 months agopypi python-graphblas} Downloads
Helios Web ⭐ 40
A web-based framework to visualize dynamic networks in real-time.
dependent packages 2total releases 25latest release October 05, 2023most recent commit 8 months agonpm helios-web} Downloads
Btergm ⭐ 14
Temporal Exponential Random Graph Models by Bootstrapped Pseudolikelihood
dependent packages 6total releases 20latest release October 05, 2023most recent commit 7 months ago
Pygraphviz ⭐ 717
Python interface to Graphviz graph drawing package
dependent packages 251total releases 39latest release June 01, 2023most recent commit 3 months agopypi pygraphviz} Downloads
Lynxkite ⭐ 132
The complete graph data science platform
dependent packages 1total releases 3latest release April 20, 2023most recent commit 10 months agopypi lynxkite-client} Downloads
Cvnn ⭐ 106
Library to help implement a complex-valued neural network (cvnn) using tensorflow as back-end
total releases 85latest release November 08, 2022most recent commit 8 months ago
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