scaler.h File Reference

#include <cmp_defines.h>

Include dependency graph for scaler.h:

This graph shows which files directly or indirectly include this file:

Go to the source code of this file.

Classes
class	cmp::scaler::Scaler
	Template virtual base class for feature scaling and transformation. More...
class	cmp::scaler::StandardScaler
	Standardizes features by removing the mean and scaling to unit variance using Cholesky decomposition. More...
class	cmp::scaler::PCA
	Principal Component Analysis (PCA) feature scaler and dimension reducer. More...
class	cmp::scaler::DummyScaler
	A pass-through scaler that leaves input data unchanged. More...
class	cmp::scaler::EllipticScaler
	Scaler that standardizes features independently using diagonal variance scaling. More...
class	cmp::scaler::MinMaxScaler
	Linearly scales features to a target bounding box range. More...

Namespaces
namespace	cmp
namespace	cmp::scaler

Variables
constexpr double	cmp::scaler::TOL = 1e-10
	Global tolerance value used for numerical stability and zero-checks.