View source for XOKDE++ - Fast and Extensible Online Multivariate Kernel Density Estimation

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'''Fast and Extensible Online Multivariate Kernel Density Estimation'''

[mailto:jaime.ferreira@l2f.inesc-id.pt Jaime Ferreira], [mailto:david.matos@inesc-id.pt David Martins de Matos], [mailto:ricardo.ribeiro@inesc-id.pt 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-prealpha0.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.