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https://github.com/understandable-machine-intelligence-lab/Quantus
Quantus is an eXplainable AI toolkit for responsible evaluation of neural network explanations
https://github.com/understandable-machine-intelligence-lab/Quantus
deep-learning explainable-ai interpretability machine-learning pytorch quantification-evaluation-methods reproducibility tensorflow xai
Last synced: 3 months ago
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Quantus is an eXplainable AI toolkit for responsible evaluation of neural network explanations
- Host: GitHub
- URL: https://github.com/understandable-machine-intelligence-lab/Quantus
- Owner: understandable-machine-intelligence-lab
- License: other
- Created: 2021-03-18T15:04:58.000Z (over 3 years ago)
- Default Branch: main
- Last Pushed: 2024-05-05T16:01:33.000Z (6 months ago)
- Last Synced: 2024-05-14T00:22:31.842Z (6 months ago)
- Topics: deep-learning, explainable-ai, interpretability, machine-learning, pytorch, quantification-evaluation-methods, reproducibility, tensorflow, xai
- Language: Jupyter Notebook
- Homepage: https://quantus.readthedocs.io/
- Size: 147 MB
- Stars: 505
- Watchers: 7
- Forks: 68
- Open Issues: 50
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Metadata Files:
- Readme: README.md
- Contributing: CONTRIBUTING.md
- License: COPYING
- Citation: CITATION
Awesome Lists containing this project
- Awesome-explainable-AI - https://github.com/understandable-machine-intelligence-lab/Quantus - machine-intelligence-lab/Quantus?style=social) (Python Libraries(sort in alphabeta order) / Evaluation methods)