描述了基于贝叶斯框架的滤波方法和平滑方法，用于得到精确的估计结果；该书涉及到了现在通用的一些滤波方法，模型构建更加数学化，使用MATLAB进行仿真。
2021-04-03 17:44:29
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《Bayesian Data Analysis》一书中的第5章Hierarchical Bayesian Model有个关于层次贝叶斯模型的例子。该书讲了方法，但没有实现的代码。我把用R实现该模型的过程记录在文档。文件夹还包含了该书的数据集
2021-04-01 23:29:35
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Bayesian Learning for Neural Networks-Springer-Verlag New York 花了10元购买的 现在分享
2021-03-28 21:19:33
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《Bayesian Face Revisited: A Joint Formulation》论文所用的数据集
2021-03-22 23:14:42
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COVID-19：人工智能，用于COVID-19感染预测的贝叶斯建模
2021-02-28 10:05:10
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Bayesian Networks in R
2013年 just publish springer
2021-02-22 14:37:48
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An interacting multiple model approach for state estimation with non-gaussian noise using a variational bayesian method
2021-02-22 14:05:52
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Background: Recent advances in functional magnetic resonance imaging (fMRI) techniques make it possible to reconstruct contrast-defined visual images from brain activity. In this manner, the stimulus images are represented as the weighted sum of a set of element images with different scales. The con
2021-02-22 14:05:47
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An iterative nonlinear filter using variational Bayesian optimization
2021-02-07 20:05:33
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