Toolkit for explainability by BrachioLab
Project description
exlib
exlib is a comprehensive package showcasing our lab's work on explanation methods, featuring user-friendly modules for easy application of various techniques.
Installation
To install:
pip install exlib
If you have exlib already installed, please check that you have the latest version:
python -c "import exlib; print(exlib.__version__)"
# This should print "0.0.2". If it does not, update the package by running:
pip install -U exlib
In order to use pytorch-gradcam
, install the lab version to handle more diverse shapes at
grad-cam@git+https://github.com/brachiolab/pytorch-grad-cam
Projects
We list below some relevant projects that use exlib heavily.
The FIX Benchmark: Extracting Features Interpretable to eXperts
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