kde Directory Reference

Files

file  bandwidth_lscv.h [code]
file  dataset_scaler.h [code]
 

This file contains utility functions to scale the given query and reference dataset pair.


file  dualtree_kde.h [code]
 

This file contains an implementation of kernel density estimation for a linkable library component.


file  dualtree_kde_common.h [code]
file  dualtree_kde_cv.h [code]
 

This file contains an implementation of the fixed bandwidth cross-validation score computer for kernel density estimation for a linkable library component.


file  dualtree_kde_cv_common.h [code]
file  dualtree_kde_main.cc [code]
 

Driver file for dualtree KDE algorithm.


file  dualtree_vkde.h [code]
 

This file contains an implementation of the variable-bandwidth kernel density estimation for a linkable library component.


file  fft_kde.h [code]
 

This file contains an implementation of kernel density estimation using multidimensional fast Fourier transform for a linkable library component.


file  fft_kde_main.cc [code]
 

Driver for FFT based KDE algorithm.


file  fgt_kde.h [code]
 

This file contains an implmentation of kernel density estimation using multidimensional version of the original fast Gauss transform for a linkable library component.


file  fgt_kde_main.cc [code]
 

Driver for the fast Gauss transform based KDE algorithm.


file  gen_metric_tree.h [code]
file  general_spacetree.h [code]
 

Generalized space partitioning tree.


file  inverse_normal_cdf.h [code]
file  kde_bandwidth_cv_main.cc [code]
 

Driver file for bandwidth optimizer for KDE.


file  kde_cv_stat.h [code]
file  kde_stat.h [code]
file  naive_kde.h [code]
 

This file contains an implementation of the naive KDE algorithm.


file  original_ifgt.h [code]
 

Revision: 0.99 Date : Mon Jul 8 18:11:31 EDT 2002.


file  original_ifgt_main.cc [code]
 

Driver for the original improved fast Gauss transform algorithm.


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