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Whilst `AnchorText` works directly on raw text, `IntegratedGradients` works on the token level. One reason for this is that `IntegratedGradients` is use case agnostic - tabular data, images and text a…
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Chào mọi người em có dịch qua một số từ trong phần 5.8 như sau. Bốn từ đầu được lấy từ đoạn này:
Like its predecessor, the anchors approach deploys a perturbation-based strategy to generate local e…
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https://scrapbox.io/nikkie-memos/%22Why_Should_I_Trust_You%3F%22:_Explaining_the_Predictions_of_Any_Classifier
## まとめ
どのような分類器の予測も説明できる手法LIME (Local Interpretable Model-agnostic Explanations) を提…
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## :rocket: Feature Request
Currently we only suggest Pytorch artifact types.
And `torch.compile` is not an artifact type. From the pytorch docs
> [torch.compile()](https://pytorch.org/doc…
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hello! 👋 In the implementation suggestions, I'm curious about this bit:
> Pymetrics models are built for specific roles within specific companies. To achieve this customization, we collect data fr…
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[Why should I trust you?: Explaining the predictions of any classifier](https://arxiv.org/abs/1602.04938)
Despite widespread adoption, machine learning models re- main mostly black boxes. Understandi…
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note: I first posted this issue on stackoverflow, then realised this was probably a better place to ask.
(https://stackoverflow.com/questions/49280345/can-the-r-version-of-lime-explain-xgboost-models…
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## Background
We should also make sure that our documentation is kept up to date.
A scour through the open issues in this repo and also on [StackOverflow](https://stackoverflow.com/questions/tag…
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1. read the black-white book of XAI
2. read 3-4 front tier papers about XAI maybe
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### Search before asking
- [X] I have searched the Ultralytics YOLO [issues](https://github.com/ultralytics/ultralytics/issues) and [discussions](https://github.com/ultralytics/ultralytics/discussion…