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GitHub / HelmholtzAI-Consultants-Munich / XAI-Tutorials
Self-explanatory tutorials for different model-agnostic and model-specific XAI methods
Stars: 43
Forks: 17
Open Issues: 0
License: cc-by-4.0
Language: Jupyter Notebook
Repo Size: 232 MB
Dependencies:
27
Created: almost 2 years ago
Updated: 21 days ago
Last pushed: 21 days ago
Last synced: 20 days ago
Topics: model-agnostic-explanations, model-specific-explanations, tutorial, xai
Files
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Readme
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Dependencies
requirements.txt
pypi
- fgclustering ==0.3
- ipython ==8.4.0
- joblib ==1.1.0
- lime ==0.2.0.1
- matplotlib ==3.5.3
- numpy ==1.23.2
- opencv-python ==4.6.0.66
- palmerpenguins ==0.1.4
- pandas ==1.4.4
- protobuf ==4.21.5
- scikit_learn ==1.1.2
- seaborn ==0.11.2
- shap ==0.41.0
- torch ==1.12.1
- torchvision *
- utils ==1.0.1
- actions/checkout v3 composite
- actions/setup-python v3 composite
- Sphinx ==4.5.0
- jinja2 ==3.1.2
- nbsphinx ==0.8.12
- nbsphinx-link ==1.3.0
- pandoc ==2.3
- sphinx-autodocgen ==1.3
- sphinx-book-theme ==0.3.3
- sphinxcontrib-napoleon ==0.7
- sphinxcontrib-youtube ==1.2.0
setup.py
pypi