Python 44 Jupyter Notebook 16 R 14 C++ 2 HTML 2 TypeScript 1 Rust 1

Tools 179 Academic Research 89 Regulations 28 Reports 15 Institutes 13 Books 12 Principles 10 Standards 9 Data Sets 6 Courses 6 Code of Ethics 5 Podcasts 4 Frameworks 3 Newsletters 2

Sustainability 60 Performance (& Automated ML) 54 Interpretability/Explicability 47 Safety 29 Commercial / Propietary / Closed Access 26 Fairness 16 Privacy 10 Explainability 10 Drift 10 Causal Inference 9 LLM Evaluation 8 European Union 8 United States 7 (AI) Incidents databases 7 Canada 7 (AI) Watermaring 6 Ethical Data Products 6 Robustness 5 UNE/ISO Standards 5 Interpretable Models 5 (RAI) Toolkit 4 Data Privacy 4 Other 4 Benchmarks 4 Bias 4 Security 3 Collections 3 (AI/Data) Poisoning 3 NIST Standards 3 Open Access 2 Evaluation (of model explanations) 2 Data/AI Ethics 1 Singapore 1 Market Analysis 1 Ethical Design 1 Reliability Evaluation (of post hoc explanation methods) 1 IEEE Standards 1 Causality 1 Challenges 1 Reproducible/Non-Reproducible Research 1 Poisoning 1

machine-learning 33 python 14 data-science 11 explainable-ai 11 interpretability 10 xai 10 deep-learning 8 explainable-ml 8 scikit-learn 8 ai 7 artificial-intelligence 6 pytorch 6 mlops 6 interpretable-machine-learning 6 ml 6 explainability 5 model-monitoring 5 r 5 differential-privacy 5 transparency 4 llm 4 privacy 4 automated-machine-learning 4 interpretable-ml 4 automl 4 data-drift 4 visualization 3 fairness-ai 3 trustworthy-ai 3 tensorflow 3 hyperparameter-optimization 3 r-package 3 bias 3 statistics 3 random-forest 3 xgboost 3 explainable-artificial-intelligence 3 interpretable-ai 3 jupyter-notebook 3 variable-importance 3 feature-importance 3 shap 3 trusted-ai 2 fairness 2 discrimination 2 lightgbm 2 gradient-boosting 2 machine-learning-algorithms 2 keras 2 neural-architecture-search 2