We introduce the package "GraphicalModelsMLE" for computing the maximum likelihood estimates (MLEs) of a Gaussian graphical model in the computer algebra system Macaulay2. This package allows the computation of MLEs for the class of loopless mixed graphs. Additional functionality allows the user to explore the underlying algebraic structure of the model, such as its maximum likelihood degree and the ideal of score equations.

翻译：我们引入了包件“ 格导模型MLE ”, 用于计算计算机代数系统澳门22 中高斯图形模型的最大概率估计值。 这个包件允许计算无环混合图类 MLE 。 额外的功能允许用户探索模型的基本代数结构, 如最大概率和得分方程理想值。