Resources on probabilistic graphical models

I started a Github repository resources-pgm where I will index some interesting resources on probabilistic graphical models. I will update it as I go along. For the moment, it is structured in books, articles and R packages. The content can also be found here.

Contents

Books

Papers

Gaussian graphical models

Review

Inference

Mixed graphical models

R packages

Visualization

Inference

The CRAN Task View: gRaphical Models in R also lists a good number of packages on R linked to graphical models.

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Edmond Sanou
PhD Student in Applied Mathematics