xai
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Official implementation of "insertion/deletion metrics-aware explanation-based optimization"
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Feb 27, 2024 - Python
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 in NLDB'23
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Jun 13, 2023 - Jupyter Notebook
Fundamentals of Interpretable Data Science
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Apr 19, 2023
Cardiovasular Disease Detection using Naive Bayes, Logistic Regression, Random Forest & Support Vector Machine, while comparing the Naive Bayes models with the rest. LIME was also used to explain the predictions of the model.
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Dec 13, 2023 - Jupyter Notebook
Collection of papers used for a scoping review of explanation types and need indicators in human–agent interact / robotics / human–agent collaborations
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Apr 9, 2024
Playing by AI's rules - Matching Pairs / Memory with CLIP Cosine Similarity!
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Mar 30, 2024 - Python
Collection of resources to analyze gait data with machine learning
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Aug 25, 2020 - Jupyter Notebook
In this project, a character level CNN is used to model sentiments of tweets. Furthermore, XAI techniques such as LayerWise Propagation method is applied to extract support phrases from the tweet as explanation for the model output.
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Sep 11, 2020 - Python
A docker environment and notebooks to experiment with the extraction of moore machines from RNN RL policies
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May 10, 2020 - Jupyter Notebook
Repository containing sample datasets, models and notebooks to start using EXPAI.
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Apr 20, 2022 - Jupyter Notebook
Generate explanations for the ResNet50 classification using Grad-CAM and LIME (XAI Method)
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Mar 11, 2023 - Jupyter Notebook
This website hosted on GitHub-pages showcases all publications from Oregon State University's eXplainable Artificial Intelligence (XAI) Project.
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Mar 17, 2023 - CSS
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