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MAPIE:https://github.com/scikit-learn-contrib/MAPIE, NIPS 2020 spotlight有一篇讨论预测边界/区间的 文章,蛮有意思的,当年作者原来的实现也被系统集成进了新的轮子里面,值得一玩。理论偏多,我非常建议读读文章,对 jackknife+, CV+, predictive inference, 不确定性估计不太了解的可以在这个 repo 里面随便翻一些文章做些背景了解。



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MAPIE:https://github.com/scikit-learn-contrib/MAPIE, NIPS 2020 spotlight有一篇讨论预测边界/区间的 文章,蛮有意思的,当年作者原来的实现也被系统集成进了新的轮子里面,值得一玩。理论偏多,我非常建议读读文章,对 jackknife+, CV+, predictive inference, 不确定性估计不太了解的可以在这个 repo 里面随便翻一些文章做些背景了解。

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