matrix.hpp File Reference

Matrix utility class for deep learning operations. More...

#include <initializer_list>
#include <iostream>
#include <tuple>
#include <xtensor/containers/xarray.hpp>
#include <xtensor/core/xmath.hpp>
#include <xtensor/generators/xrandom.hpp>
#include <xtensor/io/xio.hpp>
#include <xtensor/reducers/xreducer.hpp>
#include <xtensor/views/xview.hpp>

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Classes
class	utils::Matrix< T >

Namespaces
namespace	utils

Typedefs
Type Aliases
using	utils::MatrixF = Matrix< float >
	Single-precision floating point matrix.
using	utils::MatrixD = Matrix< double >
	Double-precision floating point matrix.

Functions
Non-member Functions
template<typename T >
std::ostream &	utils::operator<< (std::ostream &os, const Matrix< T > &matrix)
	Output stream operator for matrix visualization.
template<typename T >
Matrix< T >	utils::dot (const Matrix< T > &a, const Matrix< T > &b)
	Compute dot product of two matrices.
template<typename T >
T	utils::sum (const Matrix< T > &matrix)
	Calculate sum of all matrix elements.
template<typename T >
T	utils::mean (const Matrix< T > &matrix)
	Calculate mean of all matrix elements.

Detailed Description

Matrix utility class for deep learning operations.

Author

Kalenitid

Version

1.0.0

Definition in file matrix.hpp.