Classes
class	Action2DInterface
	Interface class representing an action in 2-D space. More...

class	Action2D
	Abstract template class representing an action in 2-D space. More...

class	NESWAction
	Class representing an N/E/S/W action. More...

class	RandomNESWAction
	Class representing a random N/E/S/W action. More...

class	ExitAction
	Class representing an exit action. More...

class	Batch
	Template class storing the sample batches. A batch is stored in fact as three vectors, containing data, labels and sample numbers respectively. More...

class	color_rgba
	Class for storing single a pixel of four channel (RGBA) image. More...

class	Tensor
	Template class representing an nD (n-Dimensional) tensor. Tensor is row-major, i.e. first dimension is height (rows), second is width (cols), third is depth (channels) etc. More...

class	Matrix
	Template-typed Matrix of dynamic size. Uses OpenBLAS if found by CMAKE - overloaded, specializations of * operator for types: float, double. More...

class	MatrixArray
	A dynamic array of matrices. It's just what it looks like - std::vector<Matrix>; elements are are accessible by name with operator [] name needs to be given together with name in the main constructor. More...

class	Position2D
	Class representing position in 2-D space. More...

class	Sample
	Template class storing the data-label pairs. Additionally it stores the the index of the sample (mainly for debug purposes). More...

Typedefs
typedef mic::types::Sample < char, char >	CharSample
	The <char-char> pair type used by e.g. RawTextImporter. More...

typedef mic::types::Batch < char, char >	CharBatch
	The <char-char> batch type used by e.g. RawTextImporter. More...

template<typename T >
using	MatrixPtr = typename std::shared_ptr< mic::types::Matrix< T > >
	Typedef for a shared pointer to template-typed dynamic matrices. More...

typedef Eigen::VectorXd	VectorXd
	Vector of double precision floats (of dynamic size). More...

typedef mic::types::Matrix < double >	MatrixXd
	Matrix of double precision floats (of dynamic size). More...

typedef std::shared_ptr < mic::types::MatrixXd >	MatrixXdPtr
	Shared pointer to matrix of double precision floats (of dynamic size). More...

typedef std::pair< MatrixXdPtr, std::shared_ptr< char > >	MatrixXdCharPair
	The <matrix-char> pair type used by e.g. IBMFontMatrixImporter. More...

typedef std::pair< MatrixXdPtr, std::shared_ptr< unsigned int > >	MatrixXdUintPair
	The <matrix-unsigned int> pair type used by e.g. MNISTMatrixImporter. More...

typedef Eigen::VectorXf	VectorXf
	Vector of floats with single precision (of dynamic size). More...

typedef std::shared_ptr < Eigen::VectorXf >	VectorXfPtr
	Shared pointer to vector of floats with single precision (of dynamic size). More...

typedef mic::types::Matrix< float >	MatrixXf
	Matrix of floats with single precision (of dynamic size). More...

typedef std::shared_ptr < mic::types::MatrixXf >	MatrixXfPtr
	Shared pointer to matrix with single precision floats (of dynamic size). More...

typedef std::pair< MatrixXfPtr, std::shared_ptr< char > >	MatrixXfCharPair
	The <single precision="" float="" matrix-char>=""> pair type. More...

typedef std::pair< MatrixXfPtr, std::shared_ptr< unsigned int > >	MatrixXfUintPair
	The <single precision="" float="" matrix-unsigned="" int>=""> pair. More...

typedef std::pair< MatrixXfPtr, MatrixXfPtr >	MatrixXfMatrixXfPair
	The <single precision float matrix - single precision float matrix> pair. More...

typedef Eigen::VectorXi	VectorXi
	Vector of integers (of dynamic size). More...

typedef std::shared_ptr < Eigen::VectorXi >	VectorXiPtr
	Shared pointer of vector with integers (of dynamic size). More...

typedef mic::types::Matrix< int >	MatrixXi
	Matrix of integers (of dynamic size). More...

typedef std::shared_ptr < mic::types::MatrixXi >	MatrixXiPtr
	Shared pointer to matrix of integers (of dynamic size). More...

template<typename inputDataType = float>
using	MNISTSample = mic::types::Sample< mic::types::Matrix< inputDataType >, unsigned int >
	The <MatrixXf-uint> sample type used by e.g. MNISTImporter. More...

template<typename inputDataType = float>
using	MNISTSamplePtr = std::shared_ptr< mic::types::MNISTSample< inputDataType > >
	Pointer to the <MatrixXf-uint> sample type used by e.g. MNISTImporter. More...

template<typename inputDataType = float>
using	MNISTBatch = mic::types::Batch< mic::types::Matrix< inputDataType >, unsigned int >
	The <MatrixXf-uint> batch type used by e.g. MNISTImporter. More...

template<typename inputDataType = float>
using	MNISTBatchPtr = std::shared_ptr< mic::types::MNISTBatch< inputDataType > >
	Pointer to the <MatrixXf-uint> batch type used by e.g. MNISTImporter. More...

template<typename eT >
using	TensorPtr = typename std::shared_ptr< mic::types::Tensor< eT > >
	Typedef for a shared pointer to template-typed dynamic matrices. More...

template<typename eT >
using	TensorSample = typename mic::types::Sample< mic::types::Tensor< eT >, unsigned int >
	The <Tensor-uint> sample type. More...

template<typename eT >
using	TensorSamplePtr = typename std::shared_ptr< mic::types::TensorSample< eT > >
	Pointer to the <Tensor-uint> sample type. More...

template<typename eT >
using	TensorBatch = typename mic::types::Batch< mic::types::Tensor< eT >, unsigned int >
	The <Tensor-uint> batch type. More...

template<typename eT >
using	TensorBatchPtr = typename std::shared_ptr< mic::types::TensorBatch< eT > >
	Pointer to the <Tensor-uint> batch type. More...

typedef mic::types::Tensor< int >	TensorXi
	Tensor of integers (of dynamic size). More...

typedef std::shared_ptr < mic::types::TensorXi >	TensorXiPtr
	Shared pointer to tensor of integers (of dynamic size). More...

typedef mic::types::Tensor< float >	TensorXf
	Tensor of single precision floats (of dynamic size). More...

typedef std::shared_ptr < mic::types::TensorXf >	TensorXfPtr
	Shared pointer to tensor of single precision floats (of dynamic size). More...

typedef mic::types::Tensor < double >	TensorXd
	Tensor of double precision floats (of dynamic size). More...

typedef std::shared_ptr < mic::types::TensorXd >	TensorXdPtr
	Shared pointer to tensor of double precision floats (of dynamic size). More...

Enumerations
enum	NESW : short { NESW::North = 0, NESW::East, NESW::South, NESW::West, NESW::None, NESW::Random, NESW::Exit }
	Enumeration of possible types of actions in 2D. More...

enum	image_type { RGBA, GRAYSCALE, BINARY }
	Possible image types. More...

enum	color_channel { RED, GREEN, BLUE, ALPHA, GRAY }
	Possible types of image channels. More...

Typedef Documentation

typedef mic::types::Batch<char, char> mic::types::CharBatch

The <char-char> batch type used by e.g. RawTextImporter.

Author: tkornuta

Definition at line 89 of file RawTextImporter.hpp.

typedef mic::types::Sample<char, char> mic::types::CharSample

The <char-char> pair type used by e.g. RawTextImporter.

Author: tkornuta

Definition at line 83 of file RawTextImporter.hpp.

template<typename T >

using mic::types::MatrixPtr = typedef typename std::shared_ptr< mic::types::Matrix<T> >

Typedef for a shared pointer to template-typed dynamic matrices.

Author: tkornuta

Definition at line 479 of file Matrix.hpp.

typedef mic::types::Matrix<double> mic::types::MatrixXd

Matrix of double precision floats (of dynamic size).

Author: tkornuta

Definition at line 75 of file MatrixXdSpecializations.hpp.

typedef std::pair< MatrixXdPtr, std::shared_ptr<char> > mic::types::MatrixXdCharPair

The <matrix-char> pair type used by e.g. IBMFontMatrixImporter.

Author: tkornuta

Definition at line 89 of file MatrixXdSpecializations.hpp.

typedef std::shared_ptr< mic::types::MatrixXd > mic::types::MatrixXdPtr

Shared pointer to matrix of double precision floats (of dynamic size).

Author: tkornuta

Definition at line 82 of file MatrixXdSpecializations.hpp.

typedef std::pair< MatrixXdPtr, std::shared_ptr<unsigned int> > mic::types::MatrixXdUintPair

The <matrix-unsigned int> pair type used by e.g. MNISTMatrixImporter.

Author: tkornuta

Definition at line 95 of file MatrixXdSpecializations.hpp.

typedef mic::types::Matrix<float> mic::types::MatrixXf

Matrix of floats with single precision (of dynamic size).

Author: tkornuta

Definition at line 86 of file MatrixXfSpecializations.hpp.

typedef std::pair< MatrixXfPtr, std::shared_ptr<char> > mic::types::MatrixXfCharPair

The <single precision="" float="" matrix-char>=""> pair type.

Author: tkornuta

Definition at line 100 of file MatrixXfSpecializations.hpp.

typedef std::pair< MatrixXfPtr, MatrixXfPtr > mic::types::MatrixXfMatrixXfPair

The <single precision float matrix - single precision float matrix> pair.

Author: tkornuta

Definition at line 112 of file MatrixXfSpecializations.hpp.

typedef std::shared_ptr< mic::types::MatrixXf > mic::types::MatrixXfPtr

Shared pointer to matrix with single precision floats (of dynamic size).

Author: tkornuta

Definition at line 93 of file MatrixXfSpecializations.hpp.

typedef std::pair< MatrixXfPtr, std::shared_ptr<unsigned int> > mic::types::MatrixXfUintPair

The <single precision="" float="" matrix-unsigned="" int>=""> pair.

Author: tkornuta

Definition at line 106 of file MatrixXfSpecializations.hpp.

typedef mic::types::Matrix<int> mic::types::MatrixXi

Matrix of integers (of dynamic size).

Author: tkornuta

Definition at line 49 of file MatrixXiSpecializations.hpp.

typedef std::shared_ptr< mic::types::MatrixXi > mic::types::MatrixXiPtr

Shared pointer to matrix of integers (of dynamic size).

Author: tkornuta

Definition at line 55 of file MatrixXiSpecializations.hpp.

template<typename inputDataType = float>

using mic::types::MNISTBatch = typedef mic::types::Batch<mic::types::Matrix<inputDataType>, unsigned int>

The <MatrixXf-uint> batch type used by e.g. MNISTImporter.

Author: tkornuta

Definition at line 55 of file MNISTTypes.hpp.

template<typename inputDataType = float>

using mic::types::MNISTBatchPtr = typedef std::shared_ptr<mic::types::MNISTBatch<inputDataType> >

Pointer to the <MatrixXf-uint> batch type used by e.g. MNISTImporter.

Author: tkornuta

Definition at line 62 of file MNISTTypes.hpp.

template<typename inputDataType = float>

using mic::types::MNISTSample = typedef mic::types::Sample<mic::types::Matrix<inputDataType>, unsigned int>

The <MatrixXf-uint> sample type used by e.g. MNISTImporter.

Author: tkornuta

Definition at line 41 of file MNISTTypes.hpp.

template<typename inputDataType = float>

using mic::types::MNISTSamplePtr = typedef std::shared_ptr<mic::types::MNISTSample<inputDataType> >

Pointer to the <MatrixXf-uint> sample type used by e.g. MNISTImporter.

Author: tkornuta

Definition at line 48 of file MNISTTypes.hpp.

template<typename eT >

using mic::types::TensorBatch = typedef typename mic::types::Batch<mic::types::Tensor<eT>, unsigned int>

The <Tensor-uint> batch type.

Author: tkornuta

Definition at line 67 of file TensorTypes.hpp.

template<typename eT >

using mic::types::TensorBatchPtr = typedef typename std::shared_ptr<mic::types::TensorBatch<eT> >

Pointer to the <Tensor-uint> batch type.

Author: tkornuta

Definition at line 75 of file TensorTypes.hpp.

template<typename eT >

using mic::types::TensorPtr = typedef typename std::shared_ptr< mic::types::Tensor<eT> >

Typedef for a shared pointer to template-typed dynamic matrices.

Author: tkornuta

Definition at line 39 of file TensorTypes.hpp.

template<typename eT >

using mic::types::TensorSample = typedef typename mic::types::Sample<mic::types::Tensor<eT>, unsigned int>

The <Tensor-uint> sample type.

Author: tkornuta

Definition at line 52 of file TensorTypes.hpp.

template<typename eT >

using mic::types::TensorSamplePtr = typedef typename std::shared_ptr<mic::types::TensorSample<eT> >

Pointer to the <Tensor-uint> sample type.

Author: tkornuta

Definition at line 59 of file TensorTypes.hpp.

typedef mic::types::Tensor<double> mic::types::TensorXd

Tensor of double precision floats (of dynamic size).

Author: tkornuta

Definition at line 113 of file TensorTypes.hpp.

typedef std::shared_ptr< mic::types::TensorXd > mic::types::TensorXdPtr

Shared pointer to tensor of double precision floats (of dynamic size).

Author: tkornuta

Definition at line 120 of file TensorTypes.hpp.

typedef mic::types::Tensor<float> mic::types::TensorXf

Tensor of single precision floats (of dynamic size).

Author: tkornuta

Definition at line 99 of file TensorTypes.hpp.

typedef std::shared_ptr< mic::types::TensorXf > mic::types::TensorXfPtr

Shared pointer to tensor of single precision floats (of dynamic size).

Author: tkornuta

Definition at line 106 of file TensorTypes.hpp.

typedef mic::types::Tensor<int> mic::types::TensorXi

Tensor of integers (of dynamic size).

Author: tkornuta

Definition at line 85 of file TensorTypes.hpp.

typedef std::shared_ptr< mic::types::TensorXi > mic::types::TensorXiPtr

Shared pointer to tensor of integers (of dynamic size).

Author: tkornuta

Definition at line 92 of file TensorTypes.hpp.

typedef Eigen::VectorXd mic::types::VectorXd

Vector of double precision floats (of dynamic size).

Author: tkornuta

Definition at line 68 of file MatrixXdSpecializations.hpp.

typedef Eigen::VectorXf mic::types::VectorXf

Vector of floats with single precision (of dynamic size).

Author: tkornuta

Definition at line 72 of file MatrixXfSpecializations.hpp.

typedef std::shared_ptr< Eigen::VectorXf > mic::types::VectorXfPtr

Shared pointer to vector of floats with single precision (of dynamic size).

Author: tkornuta

Definition at line 79 of file MatrixXfSpecializations.hpp.

typedef Eigen::VectorXi mic::types::VectorXi

Vector of integers (of dynamic size).

Author: tkornuta

Definition at line 35 of file MatrixXiSpecializations.hpp.

typedef std::shared_ptr< Eigen::VectorXi > mic::types::VectorXiPtr

Shared pointer of vector with integers (of dynamic size).

Author: tkornuta

Definition at line 42 of file MatrixXiSpecializations.hpp.

Enumeration Type Documentation

enum mic::types::color_channel

Possible types of image channels.

Author: krocki

Enumerator
RED	Red channel
GREEN	Green channel
BLUE	Blue channel
ALPHA	Alpha channel
GRAY	Gray channel

Definition at line 43 of file Color.hpp.

enum mic::types::image_type

Possible image types.

Author: krocki

Enumerator

RGBA

RGBA.

Four channel RGBA image - each pixel color is described by four values in range <0-255>

GRAYSCALE

GRAYSCALE.

Grayscale image - a single channel image with values of pixels in range <0-255>

BINARY

BINARY.

Binary image - a single channel image with values of pixels in range <0-1>

Definition at line 33 of file Color.hpp.

enum mic::types::NESW : short

strong

Enumeration of possible types of actions in 2D.

Author: tkornuta

Enumerator
North	Action north.
East	Action east.
South	Action south.
West	Action west.
None	Empty action.
Random	Random action.
Exit	Exit action.

Definition at line 36 of file Action2D.hpp.

Classes

Typedefs

Enumerations

Typedef Documentation

Enumeration Type Documentation