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有没有办法使用 python 和 sci-kit learn 来执行概率 PCA?

[英]Is there away to perform probabilistic PCA using python and sci-kit learn.?

Is there away to perform probabilistic PCA using python and sci-kit learn.?有没有办法使用 python 和 sci-kit learn 来执行概率 PCA? I am trying to perform ppca but I can't find a library that does it.我正在尝试执行 ppca,但找不到执行此操作的库。

https://scikit-learn.org/stable/auto_examples/decomposition/plot_pca_vs_fa_model_selection.html https://scikit-learn.org/stable/auto_examples/decomposition/plot_pca_vs_fa_model_selection.html

Theres an example that kind of gets into it and I think will help you.有一个例子涉及其中,我认为会对你有所帮助。 It looks like you have to do your own scoring to get the exact probabilistic PCA implementation you're after for your data.看起来您必须自己进行评分才能获得数据所需的准确概率 PCA 实现。 Probably playing around with the results of an implementation similar to that will help you figure out your issues.可能使用类似的实现结果将帮助您找出问题。

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