complex-networks

Network Analysis in Python

A curated list of awesome network analysis resources.

cuGraph - RAPIDS Graph Analytics Library

🔗 C++14 network/graph visualization library / Qt node editor.

Python interface to Graphviz graph drawing package

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

Community Discovery Library

Network Diffusion Library - (for NetworkX and iGraph)

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).

复杂网络社区发现算法、评价指标、常用数据集整理

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

Nonlinear Dynamics: A concise introduction interlaced with code

Graph theory analysis of brain MRI data

The complete graph data science platform

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

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

Network and Graph Algorithms From Scratch

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

Dynamic Network Analysis library

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