skhubness.reduction Package
The skhubness.reduction
package provides methods for hubness reduction.
-
class
skhubness.reduction.
NoHubnessReduction
[source]
Dummy class to test the library
-
class
skhubness.reduction.
LocalScaling
(k: int = 5, method: str = 'standard', verbose: int = 0)[source]
Hubness reduction with local scaling.
-
class
skhubness.reduction.
MutualProximity
(k: int = 5, method: str = 'normal', verbose: int = 0)[source]
Hubness reduction with Mutual Proximity.
Class Inheritance Diagram
digraph inheritance0b073d742e {
rankdir=LR;
size="8.0, 12.0";
"LocalScaling" [fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5)",tooltip="Hubness reduction with local scaling."];
"MutualProximity" [fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5)",tooltip="Hubness reduction with Mutual Proximity."];
"NoHubnessReduction" [fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5)",tooltip="Dummy class to test the library"];
}