kmeans_landmark.h File Reference

#include <random>
#include <vector>
#include "landmark_model.h"
#include "scaled_data.h"

Include dependency graph for kmeans_landmark.h:

This graph shows which files directly or indirectly include this file:

Go to the source code of this file.

Classes
struct	KMeansData
	Structure for storing the kmeans-style data. More...

Functions
void	kmeans_landmark_step (KMeansData &data, const ScaledData &model, size_t iters, float alpha, float neighbor_alpha, LandmarkModel &lm)
	Run a k-means-like optimization of high-dimensional landmark positions. More...
void	som_landmark_step (KMeansData &data, const ScaledData &model, size_t iters, float alpha, float sigma, LandmarkModel &lm)
	Run a SOM to optimize high-dimensional landmark positions. More...

Function Documentation

kmeans_landmark_step()

void kmeans_landmark_step	(	KMeansData &	data,
		const ScaledData &	model,
		size_t	iters,
		float	alpha,
		float	neighbor_alpha,
		LandmarkModel &	lm
	)

Run a k-means-like optimization of high-dimensional landmark positions.

Definition at line 36 of file kmeans_landmark.cpp.

Here is the call graph for this function:

Here is the caller graph for this function:

som_landmark_step()

void som_landmark_step	(	KMeansData &	data,
		const ScaledData &	model,
		size_t	iters,
		float	alpha,
		float	sigma,
		LandmarkModel &	lm
	)

Run a SOM to optimize high-dimensional landmark positions.

Definition at line 87 of file kmeans_landmark.cpp.

Here is the call graph for this function:

Here is the caller graph for this function: