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complex-networks x

81 search results found

Networkx ⭐ 13,816

Network Analysis in Python

Awesome Network Analysis ⭐ 3,192

A curated list of awesome network analysis resources.

Igraph ⭐ 1,639

Library for the analysis of networks

Cugraph ⭐ 1,494

cuGraph - RAPIDS Graph Analytics Library

Python Igraph ⭐ 1,200

Python interface for igraph

Quickqanava ⭐ 1,016

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

Pygraphviz ⭐ 717

Python interface to Graphviz graph drawing package

Networkit ⭐ 711

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

Rigraph ⭐ 515

igraph R package

Community Discovery Library

Network Diffusion Library - (for NetworkX and iGraph)

Graphriccicurvature ⭐ 192

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

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).

Nonlineardynamicstextbook ⭐ 184

Nonlinear Dynamics: A concise introduction interlaced with code

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

Communitydetection ⭐ 138

复杂网络社区发现算法、评价指标、常用数据集整理

Lynxkite ⭐ 132

The complete graph data science platform

Diff2vec ⭐ 116

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

Library to help implement a complex-valued neural network (cvnn) using tensorflow as back-end

Multilayergraphs.jl ⭐ 106

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

Networks ⭐ 105

Network and Graph Algorithms From Scratch

Dynamic Network Analysis library

Python Graphblas ⭐ 95

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

Braingraph ⭐ 94

Graph theory analysis of brain MRI data

Cplxmodule ⭐ 92

Complex-valued neural networks for pytorch and Variational Dropout for real and complex layers.

Complexnn ⭐ 73

A toolbox for using complex valued standard network modules in PyTorch.

📊复杂网络建模课程设计. The project of modeling of complex networks course.

Football Graphs ⭐ 64

Graphs and passing networks in football

Phase Aware Deep Complex Unet ⭐ 49

(NOT Official) Implementation DC-UNet (ICLR 2019)

Graphblas Algorithms ⭐ 43

Graph algorithms written in GraphBLAS

Helios Web ⭐ 40

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

Graphs4sci ⭐ 38

Synthetic ⭐ 37

Symbolic Generators for Complex Networks

Time_series_clustering_via_community_detection ⭐ 35

Code used in the paper "Time Series Clustering via Community Detection in Networks"

Noisy Networks Measurements ⭐ 35

Noisy network measurement with stan

Appliedmathschoollectures ⭐ 28

Lectures on "crime and political corruption analysis using data mining, machine learning and complex networks" at the School of Applied Mathematics in the Institute of Mathematics and Computer Science at University of São Paulo

Complex Valued Transformer ⭐ 24

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

Complexci ⭐ 24

The c++ implementation of Collective Influence (CI) algorithm in Complex Network with DataCastle Competition Solution

DEMON: a local-first discovery method for overlapping communities.

Ai_booklet_ce Aut ⭐ 20

Booklet and exam of Artificial Intelligence Master Degree at Amirkabir University of technology.

Archnetsci ⭐ 19

Code repository and Bookdown project for Online Companion to Network Science in Archaeology by Tom Brughmans and Matthew A. Peeples (Cambridge Manuals in Archaeology)

Netbunch ⭐ 18

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

Simplagion ⭐ 17

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

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

Temporal Exponential Random Graph Models by Bootstrapped Pseudolikelihood

Reticula Python ⭐ 14

Python binding for Reticula: the general purpose library for analysing static, temporal and hypergraph networks.

Dynsis Networkx ⭐ 14

Networkx implementation of the SIS epidemic model for large and heterogeneous networks

A pure C++ library for simulations on complex networks. It follow the standard of C++11.

Orbitalfeatures ⭐ 13

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

Complex Networks Toolbox ⭐ 13

NetLogo Model to generate and analyze complex networks and dynamics on them

Reticula ⭐ 13

The general purpose library for analysing static, temporal and hypergraph networks.

Generalized Network Dismantling ⭐ 13

GND and GNDR network dismantling algorithm

Plant Pollinator Inference ⭐ 12

Code for "Reconstruction of plant--pollinator networks from observational data"

Smallworldnetca ⭐ 11

Small world networks in Cellular Automata

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

Ml Complex Networks ⭐ 10

👾 𝗠𝗮𝗰𝗵𝗶𝗻𝗲 𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴 𝗖𝗹𝗮𝘀𝘀𝗶𝗳𝗶𝗲𝗿 𝗳𝗼𝗿 𝗖𝗼𝗺𝗽𝗹𝗲𝘅 𝗚𝗿𝗮𝗽𝗵 𝗡𝗲𝘁𝘄𝗼𝗿𝗸𝘀

Cytoscape Manual ⭐ 10

Cytoscape 中文用户手册 | Cytoscape User Manual (Chinese Version)

Kuramoto_model_integrate_and_plot ⭐ 9

Numerical integration of the Kuramoto Model in Python 3

Programs for Information Topology Data Analysis

Simplicial Kuramoto ⭐ 9

Tool to numerically solve and analyse simplicial Kuramoto models.

EGSIS: Exploratory Graph-based Semi-supervised Image Segmentation

Chronnets ⭐ 8

A network-based model for spatiotemporal data analysis

Shakespeare ⭐ 8

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

Eva: Community Discovery for Labeled Graphs (networkx implementation)

Social_ego_network_analysis ⭐ 7

Ego Graph Analysis on Social Media.

Fluid Communities ⭐ 7

Fluid Communities: A community detection algorithm

Dynamic Stochastic Block Model ⭐ 7

MATLAB toolbox for fitting discrete-time dynamic stochastic block models

Implementation of SIS epidemic model for large and heterogeneous networks.

Netsci Labs ⭐ 7

(In progress) Network science laboratories. Covers graph theory, random graphs and ML on graphs

Evolugenenet Adjacency Matrix Visualizer ⭐ 6

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

Conformity ⭐ 6

Conformity: a Path-Aware Homophily measure for Node-Attributed Networks

Physics_unibo ⭐ 6

Repository for materials related to the master's degree course in Physics of the Alma Mater Studiorum - University of Bologna.

Bgll_community_detection ⭐ 6

a java implementation of BGLL algorithm

Ndlib Rest ⭐ 6

Network Diffusion Library REST Service

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.

Multi Objective Attack Power Grid ⭐ 5

The relevant codes of our work "Revealing Structural and Functional Vulnerability of Power Grids to Cascading Failures".

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

Terrorism Metagraphs ⭐ 5

This repository contains the data and code used to perform the analyses in the paper "Learning Future Terrorist Targets Trhough Temporal Meta-Graphs".

Social Network Link Prediction ⭐ 5

A python library for link prediction in social networks

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)

1-81 of 81 search results

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