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This is the source code of "Complex networks identification using Bayesian model with independent Laplace prior", Variational Bayesian Model with Laplace prior for complex networks identification (VBML)

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VBML

VBML = Variational Bayesian model with independent Laplace prior for complex network identification

This is the source code of paper "Complex networks identification using Bayesian model with independent Laplace prior" please cite

@article{doi:10.1063/5.0031134,
author = {Zhang,Yichi  and Li,Yonggang  and Deng,Wenfeng  and Huang,Keke  and Yang,Chunhua },
title = {Complex networks identification using Bayesian model with independent Laplace prior},
journal = {Chaos: An Interdisciplinary Journal of Nonlinear Science},
volume = {31},
number = {1},
pages = {013107},
year = {2021},
doi = {10.1063/5.0031134},
URL = {  https://doi.org/10.1063/5.0031134 }
}

main.m is the main function file of clear observation data mainwwithNoise.m is the man function file of noise influenced observation data.

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This is the source code of "Complex networks identification using Bayesian model with independent Laplace prior", Variational Bayesian Model with Laplace prior for complex networks identification (VBML)

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