xai
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Neuro-symbolic hybrid system for XAI
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Jun 7, 2020 - Python
"XAI를 위한 Attribution Method 접근법 분석 및 동향 Analysis and Trend of Attribution Methods for XAI" 에서 사용한 코드와 예시를 공개
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Dec 23, 2020 - Jupyter Notebook
Validate the model card document in a GitHub action
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May 31, 2023 - TypeScript
Ths repo has the list of Interesting Literature in the domain of XAI
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Jan 17, 2024
[CVPR 2022] HINT: Hierarchical Neuron Concept Explainer
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Apr 19, 2023 - Jupyter Notebook
Interactive plots for Slisemap
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Feb 20, 2024 - Python
Official implementation of "insertion/deletion metrics-aware explanation-based optimization"
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Feb 27, 2024 - Python
Frame-agnostic XAI Library for Computer Vision, for understanding why models behave that way.
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Feb 19, 2023 - Jupyter Notebook
Official Implementation of TMLR's paper: "TabCBM: Concept-based Interpretable Neural Networks for Tabular Data"
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Apr 4, 2024 - Python
Research project on generation of counterfactuals for eXplainable AI, based on Bayesian Generation
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Jun 15, 2022 - Python
Interpretability of Image Keras Models
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Oct 27, 2019 - Python
Interpretable Species Distribution Modeling example
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Sep 24, 2020 - R
Paper and resources collections about interpretable AI (XAI)
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Jul 13, 2022
來自《Econometric Analysis》書本的信用卡核發資料,結合XAI 套件SHAP。
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Jan 12, 2023 - Jupyter Notebook
Code for paper "XPROAX - Local explanations for text classification with progressive neighborhood approximation", DSAA 2021 (https://ieeexplore.ieee.org/abstract/document/9564153). Repository maintained by Yi Cai.
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Aug 2, 2021 - Python
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