linear_algebra Directory Reference

Files
file	matrix.h [code]
	Defines the Matrix class for GPU-accelerated matrix operations.
file	matrix_add_vector.cu [code]
	Implementation of the Matrix::add_vector method for GPU-accelerated addition of a vector to each column of a matrix.
file	matrix_argmax.cu [code]
	GPU implementation of the column-wise argmax function for matrices.
file	matrix_constructor.cu [code]
	Implementation of the Matrix class constructor.
file	matrix_copy.cu [code]
	Implementation of copy and move operations for the Matrix class.
file	matrix_destructor.cu [code]
	Implementation of the Matrix class destructor.
file	matrix_divide_scalar.cu [code]
	Implementation of the Matrix::divide_scalar method for GPU-accelerated division of a matrix by a scalar.
file	matrix_get_cols.cu [code]
	Implementation of the Matrix::get_cols method.
file	matrix_get_data.cu [code]
	Implementation of the Matrix::get_data method.
file	matrix_get_rows.cu [code]
	Implementation of the Matrix::get_rows method.
file	matrix_initialize.cu [code]
	Implementation of the Matrix::initialize method.
file	matrix_multiply.cu [code]
	Implementation of the Matrix::multiply method for GPU-accelerated matrix multiplication.
file	matrix_multiply_elementwise.cu [code]
	Implementation of the Matrix::multiply_elementwise method for GPU-accelerated element-wise matrix multiplication.
file	matrix_multiply_scalar.cu [code]
	Implementation of the Matrix::multiply_scalar method for GPU-accelerated multiplication of a matrix by a scalar.
file	matrix_preview_image.cu [code]
	Implementation of the Matrix::preview_image method.
file	matrix_print.cu [code]
	Implementation of the Matrix::print method with consistent spacing.
file	matrix_randomize.cu [code]
	Implementation of the Matrix::randomize method to fill the matrix with random values.
file	matrix_read_csv.cu [code]
	Implementation of the Matrix::read_csv method.
file	matrix_read_csv_limited.cu [code]
	Implementation of the Matrix::read_csv_limited method.
file	matrix_relu.cu [code]
	Implementation of the ReLU activation function for matrices.
file	matrix_relu_derivative.cu [code]
	Implementation of the ReLU derivative function for matrices.
file	matrix_select_batch.cu [code]
	Implementation of the Matrix::select_batch method for selecting a subset of the matrix.
file	matrix_sigmoid.cu [code]
	Implementation of the sigmoid activation function for matrices.
file	matrix_sigmoid_derivative.cu [code]
	Implementation of the sigmoid derivative function for matrices.
file	matrix_softmax.cu [code]
	Implementation of the softmax function for matrices.
file	matrix_subtract.cu [code]
	Implementation of the Matrix::subtract method for GPU-accelerated matrix subtraction.
file	matrix_sum.cu [code]
	Implementation of the Matrix::sum method for GPU-accelerated summing of all elements in a matrix.
file	matrix_transpose.cu [code]
	Implementation of the Matrix::transpose method for GPU-accelerated matrix transposition.
file	vector.h [code]
	Defines the Vector class for GPU-accelerated vector operations.
file	vector_constructor.cu [code]
	Implementation of the Vector class constructor.
file	vector_copy.cu [code]
	Implementation of the copy method for vectors.
file	vector_destructor.cu [code]
	Implementation of the Vector class destructor.
file	vector_divide_scalar.cu [code]
	Implementation of the Vector::divide_scalar method for GPU-accelerated division of a vector by a scalar.
file	vector_get_data.cu [code]
	Implementation of the Vector::get_data method.
file	vector_get_rows.cu [code]
	Implementation of the Vector::get_rows method.
file	vector_initialize.cu [code]
	Implementation of the Vector::initialize method.
file	vector_multiply_scalar.cu [code]
	Implementation of the Vector::multiply_scalar method for GPU-accelerated multiplication of a vector by a scalar.
file	vector_print.cu [code]
	Implementation of the Vector::print method with consistent spacing.
file	vector_randomize.cu [code]
	Implementation of the Vector::randomize method to fill the vector with random values.
file	vector_subtract_scalar.cu [code]
	Implementation of the Vector::subtract_scalar method for GPU-accelerated subtraction of a scalar from a vector.