Closed iglesias closed 10 years ago
Feel free to write your name below if you are working on this task! This way we avoid wasting manpower on the same algorithm.
for reference, working on this one. :)
I am attempting this :)
@iglesias i figured i needed help on this: the scikit one computes log of density estimation ( not by default though) and uses log of the kernel for computation is that what would be expected here?
densities should always be evaluated in log-domain to avoid numerical problems
I will attempt this as well
Maybe I'm too late. But I'm also try to impelement it.
@iglesias @mazumdarparijat this is done, or?
This is an entrance task for the fundamental machine learning algorithms GSoC project http://www.shogun-toolbox.org/page/Events/gsoc2014_ideas#fundamental.
Scikit-learn has a nice implementation of this algorithm, so feel free to draw inspiration from it: github.com/scikit-learn/scikit-learn/blob/master/sklearn/neighbors/kde.py
This task is fun because the algorithm is not particularly hard to implement and it is possible to make good-looking examples (ask @iglesias if you need an idea for this once the main algorithm and unit test are implemented).