Bin | Encapsulates a histogram bin |
Clusterer | Abstract interface for a flat clusterer |
DistanceComputer | An abstract interface for computing distance between two Features |
ExampleSelector | Splits a list of labels into a training and test set |
Experiment | Encapsulates training/testing of any method involving a kernel |
Feature | A data structure representing a weighted vector of floats |
GlobalVGPyramidMaker | Makes pyramids with bin sizes determined by a particular set of points |
HierarchicalClusterer | Hierarchical K-Means clusterer |
Histogram | A sparse representation for a flat (1-D) histogram |
InputSpecificVGPyramidMaker | Makes pyramids with bin sizes that are specific to each input |
KernelMatrix | Data structure for a square symmetric matrix |
KMeansClusterer | Implements K-Means clustering |
L1DistanceComputer | Computes L1 distance between two Features |
L2DistanceComputer | Computes the square of the L2 distance between two Features |
LabeledIndex | An index-label pair |
Matrix | Data structure for a matrix of doubles |
MultiResolutionHistogram | A data structure for a pyramid of histograms, with a link structure between levels |
MutablePointSetList | A mutable, in-memory PointSetList |
OnDiskPointSetList | A read-only PointSetList which reads information from disk |
PointRef | A way to reference Features in a particular PointSetList |
PointSet | A data structure representing a list of Feature vectors |
PointSetList | Abstract interface for a list of PointSet |
ProbSVMExperiment | Runs an experiment using LIBSVM |
PyramidMaker | Abstract interface for turning PointSets into MultiResolutionHistograms |
PyramidMatcher | Matches two MultiResolutionHistograms |
RandomSelector | Chooses a random sample of each class to use as testing |
SVMExperiment | Runs an experiment using LIBSVM |
Tree | A data structure for sparsely representing trees containing TreeNode objects |
Tree::BreadthFirstIterator | Breadth-first iterator for Trees |
Tree::Iterator | An iterator for Trees |
Tree::PostorderIterator | |
Tree::PreorderIterator | Preorder depth-first iterator for Trees |
TreeNode | An indexed node, used by Tree |
UniformPyramidMaker | Creates MultiResolutionHistograms with bins of uniform size at each level |
VGPyramidMaker | Abstract interface for vocabulary-guided pyramid makers |