Explaining the output of machine learning models with more accurately estimated Shapley values
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Aug 15, 2025 - HTML
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explainable-ml
Here are 12 public repositories matching this topic...
All about explainable AI, algorithmic fairness and more
interpretability explainable-artificial-intelligence interpretable-deep-learning interpretable-ai explainable-ai explainable-ml interpretable-machine-learning
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Sep 24, 2023 - HTML
Counterfactual SHAP: a framework for counterfactual feature importance
machine-learning xgboost feature-importance explainable-artificial-intelligence explanations explainable-ai explainable-ml shapley tree-based shap explainability counterfactual-explanations shapley-values feature-attribution counterfactuals explainable-machine-learning algorithmic-recourse facct2022
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Jul 6, 2023 - HTML
XAI-Analytics is a tool that opens the black-box of machine learning. It helps the user to understand the decision-making process of machine learning models.
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Jun 19, 2023 - HTML
Explainable AI: From Simple Rules to Complex Generative Models
ai ml interpretability explainable-ai explainable-ml explainability interpretability-and-explainability
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Jun 28, 2023 - HTML
데이터 과학 모형
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Jun 20, 2022 - HTML
Code of experiments implemented in the paper "Explainability of Predictive Process Monitoring results: Techniques, Experiments and Lessons Learned", comparing XAI methods at different granularities (global/local) with different settings on predictive process monitoring outcomes using process mining event logs
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Sep 2, 2022 - HTML
Explainable prediction of next year GDP Growth using the Kaggle World Development Indicators
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Oct 26, 2022 - HTML
A Team Project on developing COVID-19 predictor with chest X-Ray images as dataset under Data Science with R subject of Otto-von-Guericke-University, Magdeburg
data-science r neural-network svm dataset image-classification decision-tree-classifier random-forest-classifier knn-classifier explainable-ml cxr-images logistic-regression-classifier covid-19
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May 20, 2021 - HTML
Optimizing Mind static website v1
machine-learning ai machine-learning-algorithms ml artificial-intelligence artificial-neural-networks artificial-general-intelligence machinelearning machine-learning-api artificial-neural-network machine-intelligence artificial-intelligence-algorithms interpretability artifical-intelligense explainable-artificial-intelligence illuminated-ai interpretable-ai interpretable-ml explainable-ai explainable-ml
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Oct 4, 2018 - HTML
Project looking into air traffic trends after winter Holidays in the US.
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May 4, 2022 - HTML
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