svm.hpp File Reference

Support Vector Machine implementation with automatic differentiation. More...

#include <functional>
#include <vector>
#include "../utils/matrix.hpp"
#include "../utils/autograd.hpp"

Include dependency graph for svm.hpp:

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

Go to the source code of this file.

Classes
class	ml::SVM< T >

Namespaces
namespace	ml
	Namespace containing traditional machine learning algorithms.

Typedefs
using	ml::SVMF = SVM< float >
using	ml::SVMD = SVM< double >

Enumerations
enum class	ml::KernelType { ml::LINEAR , ml::POLYNOMIAL , ml::RBF , ml::SIGMOID }
	Kernel function types for SVM. More...

Detailed Description

Support Vector Machine implementation with automatic differentiation.

Author

Kalenitid

Version

1.0.0

Definition in file svm.hpp.