semvec/pypi-packages huggingface dataset:
SIGN-XAI 1.0.1
SIGNed explanations: Unveiling relevant features by reducing bias
License: BSD 2-Clause License
Keywords: XAI,SIGN,LRP

# SIGNed explanations: Unveiling relevant features by reducing bias

This repository and python package has been published alongside the following journal article:
https://doi.org/10.1016/j.inffus.2023.101883

If you use the code from this repository in your work, please cite:
```bibtex
 @article{Gumpfer2023SIGN,
    title = {SIGNed explanations: Unveiling relevant features by reducing bias},
    author = {Nils Gumpfer and Joshua Prim and Till Keller and Bernhard Seeger and Michael Guckert and Jennifer Hannig},
    journal = {Information Fusion},
    pages = {101883},
    year = {2023},
    issn = {1566-2535},
    doi = {https://doi.org/10.1016/j.inffus.2023.101883},
    url = {https://www.sciencedirect.com/science/article/pii/S1566253523001999}
}
```

<img src="https://ars.els-cdn.com/content/image/1-s2.0-S1566253523001999-ga1_lrg.jpg" title="Graphical Abstract" width="900px"/>

## Setup

To install the package in your environment, run:

```
 pip3 install sign-xai
```

## Experiments

To reproduce the experiments from our paper, please find a detailed description on https://github.com/nilsgumpfer/SIGN