Observer of KMeans algorithm that is used to collect information about clustering process on each iteration of the algorithm.
More...

def  __init__ (self) 
 Initializer of observer of KMeans algorithm.


def  __len__ (self) 
 Returns amount of steps that were observer during clustering process in KMeans algorithm.


def  notify (self, clusters, centers) 
 This method is called by KMeans algorithm to notify about changes. More...


def  set_evolution_centers (self, evolution_centers) 
 Set evolution of changes of centers during clustering process. More...


def  get_centers (self, iteration) 
 Get method to return centers at specific iteration of clustering process. More...


def  set_evolution_clusters (self, evolution_clusters) 
 Set evolution of changes of centers during clustering process. More...


def  get_clusters (self, iteration) 
 Get method to return allocated clusters at specific iteration of clustering process. More...


Observer of KMeans algorithm that is used to collect information about clustering process on each iteration of the algorithm.
 See also
 kmeans
Definition at line 49 of file kmeans.py.
◆ get_centers()
def pyclustering.cluster.kmeans.kmeans_observer.get_centers 
( 

self, 



iteration 

) 
 
Get method to return centers at specific iteration of clustering process.
 Parameters

[in]  iteration  (uint): Clustering process iteration at which centers are required. 
 Returns
 (array_like) Centers at specific iteration.
Definition at line 97 of file kmeans.py.
◆ get_clusters()
def pyclustering.cluster.kmeans.kmeans_observer.get_clusters 
( 

self, 



iteration 

) 
 
◆ notify()
def pyclustering.cluster.kmeans.kmeans_observer.notify 
( 

self, 



clusters, 



centers 

) 
 
This method is called by KMeans algorithm to notify about changes.
 Parameters

[in]  clusters  (array_like): Allocated clusters by KMeans algorithm. 
[in]  centers  (array_like): Allocated centers by KMeans algorithm. 
Definition at line 75 of file kmeans.py.
◆ set_evolution_centers()
def pyclustering.cluster.kmeans.kmeans_observer.set_evolution_centers 
( 

self, 



evolution_centers 

) 
 
Set evolution of changes of centers during clustering process.
 Parameters

[in]  evolution_centers  (array_like): Evolution of changes of centers during clustering process. 
Definition at line 87 of file kmeans.py.
◆ set_evolution_clusters()
def pyclustering.cluster.kmeans.kmeans_observer.set_evolution_clusters 
( 

self, 



evolution_clusters 

) 
 
Set evolution of changes of centers during clustering process.
 Parameters

[in]  evolution_clusters  (array_like): Evolution of changes of clusters during clustering process. 
Definition at line 109 of file kmeans.py.
The documentation for this class was generated from the following file: