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explainable-ml

Here are 4 public repositories matching this topic...

jphall663 / hc_ml

Slides, videos and other potentially useful artifacts from various presentations on responsible machine learning.

data-science machine-learning data-mining transparency fairness accountability interpretability interpretable-ai interpretable-ml explainable-ai explainable-ml xai fatml interpretable-machine-learning iml machine-learning-interpretability fairness-ai fairness-ml

Updated Nov 19, 2019
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jphall663 / jsm_2018_paper

Paper for 2018 Joint Statistical Meetings: https://ww2.amstat.org/meetings/jsm/2018/onlineprogram/AbstractDetails.cfm?abstractid=329539

python data-science machine-learning data-mining transparency interpretability interpretable-ai interpretable-ml explainable-ml xai fatml interpretable-machine-learning iml machine-learning-interpretability

Updated Dec 7, 2018
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tpoisot / InterpretableSDMWithJulia

Slides for the "Interpretable SDM with Julia" workshop

machine-learning julia naive-bayes cross-validation explainable-ml species-distribution-modeling interpretable-machine-learning shapley-values

Updated Nov 14, 2024
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ai-library-examples / aix4industries

AI Explainability 360 Toolkit for Time-Series and Industrial Use Cases

ai time-series artificial-intelligence forecasting industrial ibm-research interpretability fault-detection explainable-ai explainable-ml xai ibm-research-ai explainability model-agnostic aix360 kdd2023 aix360-for-time-series-and-industrial-use-cases

Updated Aug 14, 2023
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