/SLkNN

A soft-label k-Nearest Neighbors classifier.

Primary LanguageJupyter Notebook

SLaPkNN Binder

Paper

Explore the decision landscapes generated by soft-label k-Nearest Neighbors classifiers in the 'less than one'-shot learning setting. This code is associated with the paper 'Less Than One'-Shot Learning: Learn N Classes from M<N Samples

Online demo can be found on Binder (click "launch binder" above).

To run code offline, download this repo and run the soft_knn_vis.ipynb notebook