explainable-ml

Here are 11 public repositories matching this topic...

andreysharapov / xaience

All about explainable AI, algorithmic fairness and more

interpretability explainable-artificial-intelligence interpretable-deep-learning interpretable-ai explainable-ai explainable-ml interpretable-machine-learning

Updated Sep 24, 2023
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jpmorganchase / cf-shap

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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

Updated Jul 6, 2023
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Batev / XAI-Analytics

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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.

demo machine-learning interpretability explainable-ai explainable-ml xai xai-analytics

Updated Jun 19, 2023
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interpretable-ml-class / interpretable-ml-class.github.io

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Explainable AI: From Simple Rules to Complex Generative Models

ai ml interpretability explainable-ai explainable-ml explainability interpretability-and-explainability

Updated Jun 28, 2023
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statkclee / model

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데이터 과학 모형

machine-learning random-forest tidyverse xgboost caret glm predictive-modeling explainable-ml

Updated Jun 20, 2022
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GhadaElkhawaga / PPM_XAI_Comparison

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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

machine-learning process-mining explainable-ai explainable-ml xai predictive-process-monitoring

Updated Sep 2, 2022
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JalajVora / COVID-19-predictions-on-Chest-X-Rays-using-Interpretable-Machine-Learning

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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