Classes
class	act_LReLU
	Leaky ReLU activation class. More...

class	act_ReLU
	ReLU activation class. More...

class	act_sigmoid
	Sigmoid activation class. More...

class	act_softmax
	Softmax activation class. More...

class	act_softplus
	Softplus activation class. More...

class	act_tanh
	tanh activation class More...

class	cost_CE
	Cross Entropy cost/output layer class with linear activation. More...

class	cost_CE_sigmoid
	Cross Entropy cost/output layer class with sigmoid activation. More...

class	cost_CE_softmax
	Cross Entropy cost/output layer class with softmax activation. More...

class	cost_MSE
	Mean Square Error cost/output layer class. More...

class	cost_MSE_sigmoid
	Mean Square Error cost/output layer class with sigmoid activation. More...

class	layer
	Layer base class. More...

class	layer_act
	Activation layer base class. More...

class	layer_conv
	A convolution layer class. More...

class	layer_cost
	Cost/output layer base class. More...

class	layer_dense
	A fully connected/dense layer class. More...

class	layer_drop
	Dropout layer class. More...

class	layer_input
	Input/data layer class. More...

class	layer_norm
	Batch normalization layer class. More...

class	layer_pool
	Pooling layer base class. More...

class	net
	Neural netowork model class. More...

class	opt
	Optimizer base class. More...

class	opt_adadelta
	ADAdelta optimizer class. More...

class	opt_adagrad
	ADAgrad optimizer class. More...

class	opt_adam
	ADAM optimizer class. More...

class	opt_adamax
	ADAMax optimizer class. More...

class	opt_rmsprop
	RMSprop optimizer class. More...

class	opt_SGD
	Stochastic Gradient Descent optimizer class. More...

class	opt_SGD_momentum
	Stochastic Gradient Descent with momentum optimizer class. More...

class	opt_SGD_nesterov
	Stochastic Gradient Descent with Nesterov momentum optimizer class. More...

class	pool_average
	Average pooling layer class. More...

class	pool_max
	Max pooling layer class. More...

Typedefs
typedef float	DNN_Dtype
	Data type used in the network (float or double) More...

Enumerations
enum	PARAM_FORMAT { PARAM_FORMAT::AUTO, PARAM_FORMAT::ASCII, PARAM_FORMAT::BIN, PARAM_FORMAT::HDF5 }

enum	INIT_W_ALG { INIT_W_ALG::LECUN, INIT_W_ALG::XAVIER, INIT_W_ALG::HE, INIT_W_ALG::SIN }

enum	INIT_W_DIST { INIT_W_DIST::NORMAL, INIT_W_DIST::UNIFORM, INIT_W_DIST::NONE }

enum	PHASE { PHASE::TRAIN, PHASE::TEST, PHASE::PRED }

enum	LR_ALG { LR_ALG::CONST, LR_ALG::TIME_DECAY, LR_ALG::STEP_DECAY, LR_ALG::EXP_DECAY }

Functions
std::string	version_info (void)
	Generate DaNNet version string. More...

template<typename T >
void	pol2cart (const T phi, const T r, T &x, T &y)
	Polar to cartesian convertion. More...

template<typename T >
void	pol2cart (const arma::Mat< T > phi, const arma::Mat< T > r, arma::Mat< T > &x, arma::Mat< T > &y)
	Polar to cartesian convertion (matrix) More...

template<typename T >
void	cart2pol (const T x, const T y, T &phi, T &r)
	Cartesian to polar convertion. More...

template<typename T >
void	cart2pol (const arma::Mat< T > x, const arma::Mat< T > y, arma::Mat< T > &phi, arma::Mat< T > &r)
	Cartesian to polar convertion (matrix) More...

arma_inline arma::Mat< DNN_Dtype >	row2col (const arma::Mat< DNN_Dtype > &A)
	Flattens a matrix row-wise to a one column matrix. More...

arma_inline arma::Mat< DNN_Dtype >	col2col (const arma::Mat< DNN_Dtype > &A)
	Flattens a matrix col-wise to a one column matrix. More...

arma_inline arma::Mat< DNN_Dtype >	mat2mat (const arma::Mat< DNN_Dtype > &A, const arma::uword rows, const arma::uword cols)
	Reshapes a matrix. More...

arma_inline arma::Cube< DNN_Dtype >	mat2cube (const arma::Mat< DNN_Dtype > &A, const arma::uword rows, const arma::uword cols, const arma::uword slices)
	Converts a matrix to a cube. More...

arma_inline arma::Mat< DNN_Dtype >	cube2mat (arma::Cube< DNN_Dtype > &A, const arma::uword rows, const arma::uword cols)
	Converts a cube to a matrix. More...

void	gen_spiral (arma::Mat< DNN_Dtype > &X, arma::Mat< DNN_Dtype > &T, arma::uword N, arma::uword K, const double ph_var=0.1, const double r_min=0.1, const double ph_max=7)
	Dataset generator: a rotating spiral with K classes. More...

uint32_t	swap_endian (uint32_t i)
	Endian converter for IDX1 and IDX3 file. More...

bool	read_idx3 (std::string fname, arma::Cube< DNN_Dtype > &img, const double frac=1.0)
	Reads a IDX3 file. More...

bool	read_idx1 (std::string fname, arma::ivec &label, const double frac=1.0)
	Reads a IDX1 file. More...

void	read_MNIST (std::string fname_X, std::string fname_T, arma::Mat< DNN_Dtype > &X, arma::Mat< DNN_Dtype > &T, double frac=1.0)
	Reads a MNIST digit dataset. More...

void	progress_bar (const std::string str, double p)
	Console progress bar. More...

void	progress_bar (const std::string str, arma::uword num, arma::uword maxnum)
	Console progress bar. More...

void	remove_progress_bar (void)
	Clears progress bar. More...