scalers

type MaxAbsScaler struct {
	// Columns to scale. If nil, all numeric columns are scaled.
	Columns []string
	// contains filtered or unexported fields
}

type MinMaxScaler struct {
	// Columns to scale. If nil, all numeric columns are scaled.
	Columns []string

	// FeatureRange defines the desired range of transformed data.
	// Default: [0, 1]
	FeatureMin float64
	FeatureMax float64
	// contains filtered or unexported fields
}

type RobustScaler struct {
	// Columns to scale. If nil, all numeric columns are scaled.
	Columns []string

	// WithCentering centers the data before scaling. Default: true
	WithCentering bool

	// WithScaling scales the data to IQR. Default: true
	WithScaling bool

	// QuantileRange for IQR calculation. Default: [25.0, 75.0]
	QuantileRange [2]float64
	// contains filtered or unexported fields
}

type StandardScaler struct {
	// Columns to scale. If nil, all numeric columns are scaled.
	Columns []string

	// WithMean centers the data before scaling. Default: true
	WithMean bool

	// WithStd scales the data to unit variance. Default: true
	WithStd bool
	// contains filtered or unexported fields
}