Gradient-free Gradient Projections

OpenXAIProject / pnpxai

Plug and Play XAI: Explain Your AI Models with Ease

https://openxaiproject.github.io/pnpxai/

Apache License 2.0

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Gradient-free Gradient Projections #146

Open one-june opened 3 weeks ago

one-june commented 3 weeks ago

This pull request includes the basic implementation of "Gradient-free Gradient Projections" (GFGP).

Main additions are

pnpxai/explainers/gfgp.py
pnpxai/explainers/blended_diffusion_custom

Minimal example is implemented in tutorials/gfgp_tutorial.py

one-june commented 2 weeks ago

This new pull request contains the cleaned up version of GFGP

enver1323 commented 6 days ago

Thank you very much for contributing your code, @one-june . I have removed unused files, which were not mentioned in the tutorial, and the explainer in general. Could you, please, take a look at the new PR to verify, if everything is operating as expected?

Thank you for your consideration!