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XAI

7 repositories

Locating and editing factual associations in GPT (NeurIPS 2022)

Python 605 135 Updated Apr 20, 2024

A game theoretic approach to explain the output of any machine learning model.

Jupyter Notebook 23,487 3,336 Updated Mar 6, 2025

Attributing predictions made by the Inception network using the Integrated Gradients method

Jupyter Notebook 612 103 Updated Feb 23, 2022

Code for the ACL-2022 paper "Knowledge Neurons in Pretrained Transformers"

Python 165 12 Updated May 4, 2024

CVPR 2021 | Metrics for evaluating interpretability methods.

Python 10 3 Updated Mar 29, 2021

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

Python 11,233 1,604 Updated Jan 19, 2025