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Metrics
* Accuracy
* Balanced accuracy
Tools for explainability:
* print out of tree decisions (limited depth is best)
* software - lime
* software SHAP
* software pdp box
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**Describe the bug**
A clear and concise description of what the bug is.
**Operating System**
[e.g. Windows 10]
**Log File**
Upload the latest log file present at `%localappdata%\Linkedin-Le…
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Random links I have visited:
https://towardsdatascience.com/the-mostly-complete-chart-of-neural-networks-explained-3fb6f2367464
https://medium.com/@andrewtch/diy-ai-the-series-597e82131cb2
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## 一言でいうと
行動を誘発するテキスト特徴を、因果推論を用いて得る研究。交絡因子(XとY双方に相関を持つため見せかけの相関を発生させる因子C)の影響を排除し、真にテキスト特徴X=>行動Yとなる要素を見つけることがゴールになる。Bi-LSTMから行動と反転特徴(=C以外の特徴)からCを予測するモデルなどを提案している
![image](https://user-images.gith…
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### Have you completed your first issue?
- [X] I have completed my first issue
### Guidelines
- [X] I have read the guidelines
- [X] I have the link to my latest merged PR
### Latest Merged PR Lin…
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近几年explainable AI渐🔥,尤其是最近,有些研究人员将其划分为: explainability 和 interpretability。但翻译中文时,这两词都会被翻译成可解释性。尤其是当我们需要翻译explainability and interpretability of AI时非常困难。而其实他们是有区别的。
区别:
An **interpretable** machine …
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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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Every Breath You Don't Take: Deepfake Speech Detection Using Breath
https://arxiv.org/abs/2404.15143
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# Description
While following the tutorial [[02] Multi-Hop Question Answering](https://dspy-docs.vercel.app/docs/tutorials/simplified-baleen), adapted to my system (that is to say a LM hosted and pro…
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### Feedback on Sustainable-IPA proposal
### Strengths:
- **Relevant and Timely Focus**: Tackling energy consumption in AI is a crucial topic in today’s AI and machine learning landscape, and expa…