6. Dataset transformations — scikitlearn documentation
WebDataset transformations — scikitlearn documentation. 6. Dataset transformations ¶. scikitlearn provides a library of transformers, which may clean (see Preprocessing data ), reduce (see Unsupervised dimensionality reduction ), expand (see Kernel Approximation) or generate (see Feature extraction ) feature representations.