rachtibat / zennit-crp

An eXplainable AI toolkit with Concept Relevance Propagation and Relevance Maximization

Home Page:https://www.nature.com/articles/s42256-023-00711-8

Geek Repo:Geek Repo

Github PK Tool:Github PK Tool

Relevance of weight values

shivmgg opened this issue · comments

Hi,

Thanks for the awesome work! Is there any way to extend relevance scores for activations in each layer to their corresponding weight values?

Hi,

Thanks for your interesting request! Unfortunately, zennit at its current status does not support relevance assignments for weights. However, you could change its source code to support this type of assignments. In addition, you can ask the maintainer of the zennit project if he could guide you to the right direction.

zennit-crp builds upon zennit and hence the same limitations apply to zennit-crp.

Hope you find an easy way,
Reduan

Thanks Reduan for your suggestions! I will take a look at the original repo and see if I can extend the project.