Fast and Extensible Online Multivariate Kernel Density Estimation
Jaime Ferreira, David Martins de Matos, Ricardo Ribeiro
For information on this approach, please see: https://arxiv.org/abs/1606.02608
The bundle can currently be obtained here: media:xokdepp-prealpha-201606251219.tar.bz2.
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.
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
We welcome questions, suggestions, bug fixes, etc.