Expand description
Normalizer: scale each sample (row) to unit norm.
Unlike column-wise scalers, the Normalizer operates row-wise: each
sample is scaled independently so that its chosen norm equals 1.
Supported norms:
- L1: divide by the sum of absolute values
- L2: divide by the Euclidean norm (default)
- Max: divide by the maximum absolute value
Samples that already have a zero norm are left unchanged.
This transformer is stateless — no fitting is required. Call
Transform::transform directly.
Structs§
- Normalizer
- A stateless row-wise normalizer.
Enums§
- Norm
Type - The norm used by
Normalizerwhen scaling each sample.