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probabilistic-graphical-models
- Probabilistic graphical models in matlab. -Probabilistic graphical models in matlab.
Book-Draft---An-introduction-to-probabilistic-gra
- An introduction to probabilistic graphical models - M Jordan
Pattern_Recognition_and_Machine_Learning__Informa
- Pattern recognition has its origins in engineering, whereas machine learning grew out of computer science. However, these activities can be viewed as two facets of the same field, and together they have undergone substantial development over the
Probabilistic-Graphical-Models
- 一个中科院的老师的关于概率图模型的讲座。介绍的内容比较新。-A Chinese Academy of Sciences of the teacher s lectures on the probabilistic graphical model. Described is relatively new.
lungbayesdemo
- Title: "Modeling Lung Cancer Diagnosis Using Bayesian Network Inference" This demo illustrates a simple Bayesian Network example for exact probabilistic inference using Pearl s message-passing algorithm. Introduction: Bayesian networks
undirectd-graph-model
- 该工具包囊括了无向图模型的一些常用算法，包括随机场模型，预测算法，解码算法和采样算法，非常实用。-UGM is a set of Matlab functions implementing various tasks in probabilistic undirected graphical models of discrete data with pairwise (and unary) potentials。
Probabilistic-Graphical-Models---Markov-Random-Fi
- Blobal minimization for Markov Random Field (/Markov+Random+Field)