Transforms

Stateless data transformations (no fitting required).

Normalization transforms.

• L2Normalizer - L2 normalization
• StatefulL2Normalizer - Stateful L2 normalization
• MinMaxNormalizer - Min-max normalization
• StandardizationTransformer - Standardization (z-score)

Projection and reshaping.

• ProjectionTransformer - Linear projection
• ReshapeTransformer - Tensor reshaping
• FlattenTransformer - Flattening transformation

Feature extraction.

• PretrainedFeatureExtractor - Pretrained model feature extraction

Composite transforms.

• CompositeTransformer - Sequential composition of transformers