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有没有一种java替代贝叶斯信念网络框架“推理网”?
原标题:Is there a java alternative to the Bayesian Belief Network Framework "Infer.NET"?

Is the are java alternative to Bayesian Belief Network framework - Infer.NET? Preferable if it be scalable(online learning for large datasets), well-supported(last updated since 2010) and open source and easy to write network structure. So all features from Infer.NET.

最佳回答

在这里列出我所知道的两个贝叶斯网络分类器项目:

  • CI Bayes - active, last release is 2.0, released on 6th of Oct 2010 and available from their Maven2 repository
  • jBNC - inactive for several years, listing it here just for completeness sake.

我不确定它们与Infer.NET相比如何,所以你最好自己做测试。

问题回答

您也许还应该考虑Samiam,它功能强大,维护良好。我不熟悉Infer.NET,所以不知道它与之相比如何。

为什么不为这份工作选择合适的工具呢?对于统计和机器学习,这是编程语言R。http://cran.r-project.org/web/views/MachineLearning.html

不幸的是,我还没有找到任何像infer.NET那样功能齐全、支持良好的东西。如果你找到了,请更新!

我使用CMU的一个名为JavaBayes的旧包——它可以工作,但没有连续变量。





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