43 Open Source Complex Networks Software Projects
Free and open source complex networks code projects including engines, APIs, generators, and tools.
Sparse Evolutionary Artificial Neural Networks 198 ⭐
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).
Diff2vec 114 ⭐
Reference implementation of Diffusion2Vec (Complenet 2018) built on Gensim and NetworkX.
Cplxmodule 82 ⭐
Complex-valued neural networks for pytorch and Variational Dropout for real and complex layers.
Complexci 26 ⭐
The c++ implementation of Collective Influence (CI) algorithm in Complex Network with DataCastle Competition Solution
Time_series_clustering_via_community_detection 26 ⭐
Code used in the paper "Time Series Clustering via Community Detection in Networks"
School_crime_and_corruption_analysis 29 ⭐
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
Mlnet Machine_learning_to_classify_complex_networks 1 ⭐
Machine Learning Classifier for Complex Networks given a list of network features ✅ 𝚋𝚢 𝚋𝚝𝟹𝚐𝚕
Complex Networks Toolbox 21 ⭐
NetLogo Model to generate and analyze complex networks and dynamics on them
Cimnet 11 ⭐
A pure C++ library for simulations on complex networks. It follow the standard of C++11.
Plant Pollinator Inference 13 ⭐
Code for "Reconstruction of plant--pollinator networks from observational data"
Simplagion 18 ⭐
Code associated to the paper 'Simplicial models of social contagion' Nat. Commun. (2019)
Sorn 16 ⭐
PyPi Package of Self-Organizing Recurrent Neural Networks (SORN) and Neuro-robotics using OpenAI Gym
Orbitalfeatures 10 ⭐
A sparsity aware implementation of "Biological Network Comparison Using Graphlet Degree Distribution" (Bioinformatics 2007)