Preprocessing

• Transforms
  • Filters
  • Function Transformer

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Although sklearn.preprocessing is compatible with Sequentia, we also provide a lightweight preprocessing interface with additional features.

Transformations can be applied to all of the input sequences collectively — treated as a single array, or on an individual basis by using the IndependentFunctionTransformer.

Additional transformations specific to sequences are also provided, such as filters for signal data.