LSHKIT File List

Here is a list of all documented files with brief descriptions:

include/lshkit.h [code] The LSHKIT master header file

include/lshkit/archive.h [code] A set of binary I/O routines

include/lshkit/common.h [code] Common type and function definitions used by all components

include/lshkit/composite.h [code] Defining a bunch of LSH compositions

include/lshkit/concept.h [code] Check the LSH concept

include/lshkit/eval.h [code] A set of classes for evaluation

include/lshkit/forest.h [code] A preliminary implementation of LSH Forest index

include/lshkit/histogram.h [code] LSH-based random histogram construction

include/lshkit/kernel.h [code] Common kernel definitions

include/lshkit/lsh-index.h [code] Flat (non-multi-probe) LSH index

include/lshkit/lsh.h [code] This file defines a set of basic LSH families

include/lshkit/matrix.h [code] Dataset management. A dataset is maintained as a matrix in memory

include/lshkit/metric.h [code] Common distance measures

include/lshkit/mplsh.h [code] Multi-Probe LSH indexing

include/lshkit/sketch.h [code] Implementation of LSH based sketches

include/lshkit/topk.h [code] Top-K data structures

tools/embed.cpp Example program of set embedding with random histograms

tools/fitdata.cpp Gather statistics from dataset for MPLSH tuning

tools/lsh-run.cpp Example of using LSH Forest index for L2 distance

tools/mplsh-predict.cpp Predict MPLSH performance

tools/mplsh-run.cpp Example of using MPLSH

tools/mplsh-tune.cpp Automatic parameter tuning for MPLSH

tools/scan.cpp Linear scan dataset and construct benchmark

tools/sketch-run.cpp Example of sketch construction with Gaussian LSH

tools/txt2bin.cpp Convert a dataset file from text to binary