SparseL

awesome-community-detection

A curated list of community detection research papers with implementations.

awesome-neural-ode

A collection of resources regarding the interplay between differential equations, dynamical systems, deep learning, control and optimization.

BayesianOptimization

A Python implementation of global optimization with gaussian processes.

botorch

Bayesian optimization in PyTorch

cd-diagram

Critical difference diagram with Wilcoxon-Holm post-hoc analysis.

CommunityDetectionCodes

Some overlapping community detection algorithms (Until 2016). by Yulin Che (https://github.com/CheYulin) for the PhD qualification exam (survey on community detection algorithms)

databook_python

IPython notebooks with demo code intended as a companion to the book "Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control" by J. Nathan Kutz and Steven L. Brunton

DECS

Source Code for Paper "Detecting the Evolving Community Structure in Dynamic Social Networks" WWWJ

ECD

Source Code for Paper "Evolutionary Community Detection in Dynamic Social Networks" IJCNN2019

Ftrl-LR

Logistic Regression with FTRL

gcn

Implementation of Graph Convolutional Networks in TensorFlow

geatpy

Evolutionary algorithm toolbox and framework with high performance for Python

GMOEA

Official implementation of GMOEA.

GraphEmbedding

Implementation and experiments of graph embedding algorithms.

hashing-based-network-discovery

Hashing-based network discovery from time series

HyperGCN

NeurIPS 2019: HyperGCN: A New Method of Training Graph Convolutional Networks on Hypergraphs

hyperopt

Distributed Asynchronous Hyperparameter Optimization in Python

Kernel-HFCM

the python code of the algorithms Kernel-HFCM

NMFLibrary

MATLAB library for non-negative matrix factorization (NMF): Version 1.8.1

overlapping-community-detection

Implementation of "Overlapping Community Detection with Graph Neural Networks"

PINNs

Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations

PlatEMO

Evolutionary multi-objective optimization platform

Pre_Surv_COVID_19

A machine learning-based model for survival prediction in COVID patients

PRML

PRML algorithms implemented in Python

pycma

Python implementation of CMA-ES

pymoo

NSGA2, NSGA3, R-NSGA3, MOEAD, Genetic Algorithms (GA), Differential Evolution (DE), CMAES, PSO

regain

REGAIN (Regularised Graphical Inference)

TICC

transferlearning

Everything about Transfer Learning and Domain Adaptation--迁移学习

vGraph

Code for NeurIPS paper "vGraph: A Generative Model for Joint CommunityDetection and Node Representation Learning"