quffka

QUFFKA — QUadrature-based Features For Kernel Approximation. It applies simple quadrature rules to generate random features for kernel approximation.

Clone and install:

 $ cd quffka
$ pip install .

Three simple steps to kernel approximation:

To prepare datasets, run:

 $ ./download_datasets.sh
$ cook-datasets

To run kernel approximation (beware long computations! First please see examples), run:

 $ approximate-kernels

To compare how fast explicit mapping is computed, run:

 $ measure-time