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因果模型为图形添加了信息：它们指定了概率分布，以及如果对某些变量进行干预所得到的分布。
You might as a substitute use some kind of 'oracle', which provides the algorithm the data that it would Generally estimate within the dataset (e.g. conditional independence details). This is beneficial should you be trying to figure out how the algorithms complete when specified ideal data. ↩
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假设您从数据开始，想要学习一个因果模型并估计因果效应的大小。您的工作流程或 "管道 "将如下所示。
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