AIX360
backpack
| AIX360 | backpack | |
|---|---|---|
| 2 | 2 | |
| 1,533 | 541 | |
| 2.0% | - | |
| 8.2 | 2.8 | |
| about 2 months ago | about 2 months ago | |
| Python | Python | |
| Apache License 2.0 | MIT License |
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AIX360
- [D] DL Practitioners, Do You Use Layer Visualization Tools s.a GradCam in Your Process?
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[R] Explaining the Explainable AI: A 2-Stage Approach - Link to a free online lecture by the author in comments
One Explanation Does Not Fit All: A Toolkit and Taxonomy of AI Explainability Techniques https://arxiv.org/abs/1909.03012 https://github.com/Trusted-AI/AIX360
backpack
What are some alternatives?
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explainerdashboard - Quickly build Explainable AI dashboards that show the inner workings of so-called "blackbox" machine learning models.
awesome-shapley-value - Reading list for "The Shapley Value in Machine Learning" (JCAI 2022)
uncertainty-toolbox - Uncertainty Toolbox: a Python toolbox for predictive uncertainty quantification, calibration, metrics, and visualization
DALEX - moDel Agnostic Language for Exploration and eXplanation
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