FoXAI
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softwaremill
The open-source library for explainable AI. Generic and easy to integrate with PyTorch.
Add a description to README, why to use FoXAI: - it helps identify bias in a dataset - verifies model prediction - allows to debug NN - ... And add...
Add API for easy the best XAI algorithm selection based on model, dataset, and XAI metrics. Estimation: 5 MD
## Description This PR introduces a notebook with an example of quantitative evaluation of XAI algorithms. This way we could create a utility to automatically select the best explainable algorithm...
Add a description of baseline selection in docstrings or add additional methods for baseline generation, such as 4-Rand, black, white, and black+white.
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The open-source library for explainable AI. Generic and easy to integrate with PyTorch.