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【算法】新增章节 #8

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XiangyunHuang opened this issue Aug 23, 2019 · 1 comment
Open

【算法】新增章节 #8

XiangyunHuang opened this issue Aug 23, 2019 · 1 comment

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@XiangyunHuang
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要注意算法介绍不宜太复杂,集中在算法的主要思想,比如为何引入这个算法,在这之前是怎么解决同一问题的,介绍点历史脉络(我们也想让本书不一样),以及简单实现,不然书籍可能陷入不可控。

比如一些算法或模型,但是要提及更加复杂的情况应该去看什么包或者文献(博客、论文)

MASS 广义模型

boot 自助法/重抽样 bootstrap

class knn K 近邻

cluster 聚类算法

mgcv 广义可加模型

nnet 多项回归

nlme 线性/非线性混合模型

rpart Recursive partitioning 用于分类、回归和生存树

spatial 空间分析

survival 生存分析

@XiangyunHuang
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可视化 https://dash-gallery.plotly.host/dash-svm/

制作 dashboard 比如 SVM

@XiangyunHuang XiangyunHuang transferred this issue from XiangyunHuang/msg Dec 23, 2021
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