API Reference / sklearn /

features/

scikit-learn feature wrappers, mirroring TuiML's native layout.

The same split as features, so a wrapped transformer sits where its native counterpart does. Registered under sklearn. hub keys, and usable as pipeline steps alongside native components.

Modules

  • selectionSelectKBest,
SelectPercentile, SelectFdr, SelectFpr, SelectFwe, GenericUnivariateSelect, VarianceThreshold.
  • extractionPCAExtractor,
KernelPCA, TruncatedSVD, FastICA, NMF, Isomap, LocallyLinearEmbedding, and the random-projection and kernel-approximation transformers.

Notes

scikit-learn's PCA is exported as PCAExtractor, to leave the name free for the native class.

Modules