Transformation Pipelines
有许多数据转换步骤需要以正确的顺序执行。幸运的是,Scikit-Learn提供了Pipeline类来帮助处理这样的转换序列。下面是一个用于数值属性的小管道,它首先对输入特性进行归并,然后对输入特性进行缩放:
from sklearn.…
[1] MLP-Mixer: An all-MLP Architecture for Vision - Google Research [2] Beyond Self-attention: External Attention using Two Linear Layers for Visual Tasks - 清华大学 [3] Do You Even Need Attention? A Stack of Feed-Forward Layers Does Surprisingly Well on …