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Drawing Bayesian networks, graphical models and framework for academic studies in LaTeX.

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Awesome LaTeX drawing

This project contains a lot of awesome LaTeX documents for drawing Bayesian networks, graphical models and framework.

Contents

Usage

It is not necessary to install any package or even LaTeX in your personal computer because the online system like overleaf supports all that you want.

Open overleaf.com in your Chrome.

Our Examples

Bayesian Networks

  • Open BCPF.tex in your overleaf project, you will see the following picture:

BCPF

BCPF (Bayesian CP factorization) model as a Bayesian network and a directed factor graph.

  • Open BGCP.tex in your overleaf project, you will see the following pictures:

BGCP

BGCP (Bayesian Gaussian CP decomposition) model as a Bayesian network and a directed factor graph.

  • Open BGCP-1.tex in your overleaf project, you will see the following picture:

BGCP

Another example for BGCP (Bayesian Gaussian CP decomposition) model as a Bayesian network and a directed factor graph.

  • Open BATF.tex in your overleaf project, you will see the following picture:

BATF

BATF (Bayesian augmented tensor factorization) model as a Bayesian network and a directed factor graph.

Research Frameworks

in your overleaf project, you will see the following picture:

framework

Tensor completion task and its framework including data organization and tensor completion, in which traffic measurements are partially observed.

graphical_time_series

A graphical illustration of the partially observed time series data.

tensor_time_series

A graphical illustration of the partially observed time series tensor.

  • Open mf-explained.tex in your overleaf project, you will see the following picture:

mf-explained

A graphical illustration of matrix factorization.

Tensor Factorization

  • Open tensor.tex in your overleaf project, you will see the following picture:

tensor

A graphical illustration for the (origin,destination,time slot) tensor.

  • Open AuTF.tex in your overleaf project, you will see the following picture:

autf

Augmented tensor factorization (AuTF) model in our recent study.

Official Links

PGF/TikZ

  • SourceForge - Code, releases, support and bug reports.
  • CTAN - Latest version release.

PGFPlots

  • SourceForge - Code, releases, support and bug reports.
  • CTAN - Latest version release.

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