Class List

Here are the classes, structs, unions and interfaces with brief descriptions:

[detail level 123]

boost
serialization
mic
configuration
LexicalTranslator< mic::importers::IBMfont_t >	Class template specialization used for lexical casting between string and IBMfont_t type
encoders	Contains encoder parent class and all derived classes
CharMatrixXfEncoder	Encoder responsible for encoding character into Matrix SDRs. A 1-of-k encoder, i.e. it simply encodes char to ASCII and turns on that bit, i.e. there is no learning
ColMatrixEncoder	Encoder responsible for encoding single channel (float) matrices (e.g. grayscale images) into SDRs. There is no learning (auto-encoding), instead it simply transforms matrix of floats into a vector
Encoder	Abstract parent class for all encoders
MatrixSDREncoder	Abstract parent class for all encoders using MatrixXf as SDR datatype
UIntMatrixEncoder	Encoder responsible for encoding unsigned integers into Matrix SDRs. A 1-of-k encoder, i.e. it simply turns on the adequate, i.e. there is no learning
importers	Namespace containing data import/export classess and procedures
BMPImporter	Class responsible for importing CIFAR images. Returns a batch of Tensors. Assumes that every image can have different dimensions and belongs to a separate class
CIFARImporter	Class responsible for importing CIFAR images. Returns a batch of Tensors
IBMFontMatrixImporter	Importer responsible for importing/loading characters from IBM VGA font dataset
Importer	Parent class for all data importers
MNISTMatrixImporter
MNISTPatchImporter	Importer responsible for importing/loading MNIST images with labels
RawTextImporter	Importer responsible for importing/loading raw text files and returning characters one by one, the character denotes the label on its own
STL10MatrixImporter
types
Action2DInterface	Interface class representing an action in 2-D space
Action2D	Abstract template class representing an action in 2-D space
NESWAction	Class representing an N/E/S/W action
RandomNESWAction	Class representing a random N/E/S/W action
ExitAction	Class representing an exit action
Batch	Template class storing the sample batches. A batch is stored in fact as three vectors, containing data, labels and sample numbers respectively
color_rgba	Class for storing single a pixel of four channel (RGBA) image
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
Matrix	Template-typed Matrix of dynamic size. Uses OpenBLAS if found by CMAKE - overloaded, specializations of * operator for types: float, double
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
Position2D	Class representing position in 2-D space
Sample	Template class storing the data-label pairs. Additionally it stores the the index of the sample (mainly for debug purposes)
utils
DataContainer
DataCollector	Class responsible for collection of data during experiments end exporting the results to files
RandomGenerator	Random generator - defined in the form of a singleton, with double-checked locking pattern (DCLP) based access to instance
Timer	Timer class