| Name | Description | Type | Package | Framework |
| BasicNormalizationStrategy | Provides a basic normalization strategy that will work with most models built into Encog. | Class | org.encog.ml.data.versatile.normalizers.strategies | HeatonReasearch |
| IndexedNormalizer | Normalize ordinal/nominal values to a single value that is simply the index of the class in the list. | Class | org.encog.ml.data.versatile.normalizers | HeatonReasearch |
| NormalizationStrategy | Defines the interface to a normalization strategy. | Interface | org.encog.ml.data.versatile.normalizers.strategies | HeatonReasearch |
| Normalizer | The normalizer interface defines how to normalize a column. | Interface | org.encog.ml.data.versatile.normalizers | HeatonReasearch |
| OneOfNNormalizer | Normalize to one-of-n for nominal values. | Class | org.encog.ml.data.versatile.normalizers | HeatonReasearch |
| PassThroughNormalizer | A normalizer that simply passes the value through unnormalized. | Class | org.encog.ml.data.versatile.normalizers | HeatonReasearch |
| RangeNormalizer | A a range normalizer forces a value to fall in a specific range. | Class | org.encog.ml.data.versatile.normalizers | HeatonReasearch |
| RangeOrdinal | Normalize an ordinal into a specific range. | Class | org.encog.ml.data.versatile.normalizers | HeatonReasearch |