XOKDE++ - Fast and Extensible Online Multivariate Kernel Density Estimation

Fast and Extensible Online Multivariate Kernel Density Estimation

Jaime Ferreira, David Martins de Matos, Ricardo Ribeiro

Documentation

For information on this approach, please see: https://arxiv.org/abs/1606.02608

Downloading

The bundle can currently be obtained here: media:xokdepp-prealpha-201606251219.tar.bz2.

Building

To build the code on Linux (it should compile in other GNU GCC-friendly environments), a C++11 or better compiler is required.

  $ make

The package contains only header files. Thus, the results of the build process are the two programs described next.

Testing and Sample Applications

Two test programs are provided:

1) Google tests: (unit tests) https://github.com/google/googletest

  $ ./src/gtests/gtest_main

2) Sample program to select one of the classification tasks described in the paper.

For instance:

  $ ./src/tests/test_kde_using_dataset whitewine

Other options are also available:

  $ ./src/tests/test_kde_using_dataset help

Questions and so on

We welcome questions, suggestions, bug fixes, etc.