pyclustering.nnet.som.type_init Class Reference

Enumeration of initialization types for SOM. More...

Inheritance diagram for pyclustering.nnet.som.type_init:

Collaboration diagram for pyclustering.nnet.som.type_init:

Static Public Attributes
int	random = 0
	Weights are randomly distributed using Gaussian distribution (0, 1).
int	random_centroid = 1
	Weights are randomly distributed using Gaussian distribution (input data centroid, 1).
int	random_surface = 2
	Weights are randomly distrbiuted using Gaussian distribution (input data centroid, surface of input data).
int	uniform_grid = 3
	Weights are distributed as a uniform grid that covers whole surface of the input data.

Detailed Description

Enumeration of initialization types for SOM.

See also

som

Definition at line 48 of file som.py.

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The documentation for this class was generated from the following file:

• pyclustering/nnet/som.py