kmeans_landmark.cpp File Reference

#include "kmeans_landmark.h"
#include <glm/glm.hpp>
#include <limits>

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Functions
constexpr float	sqr (float x)
	Helper functions for squaring floats. More...
void	kmeans_landmark_step (KMeansData &data, const ScaledData &model, size_t iters, float alpha, float gravity, 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	gravity,
		LandmarkModel &	lm
	)

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

Definition at line 36 of file kmeans_landmark.cpp.

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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.

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sqr()

constexpr float sqr ( float  x )

constexpr

Helper functions for squaring floats.

Name taken from Borland Pascal standard library.

Definition at line 30 of file kmeans_landmark.cpp.

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