Module validation

This module implements some validation tools We use:

• the standard link prediction link::estimate_auc() based and a centric auc link::estimate_centric_auc
• A decomposition in stable blocks to evaluate preservation of “communities” anndensity

Modules

anndensity

The purpose of this module is to evalate the embedding with structural properties conservation.
We analyze how distances inside blocks of the stable decomposiiton behave after embedding.

link

a simple link prediction to test Embeddeding

linkparams

references