machine-learning 97 explainability 60 explainable-ai 57 deep-learning 46 xai 39 explainable-ml 28 python 27 pytorch 27 shap 20 visualization 19 data-science 19 machine learning 16 ml 16 interpretable-machine-learning 15 gradient-boosting 15 interpretable-ai 14 transformers 13 ai 13 shapley 13 fairness 13 artificial-intelligence 12 scikit-learn 11 tensorflow 11 deep learning 10 interpretable-ml 10 responsible-ai 9 jupyter 9 widgets 9 neural-networks 9 nlp 9 neural-network 9 fairness-ai 9 ui 8 widget 8 machinelearning 8 natural-language-processing 8 fairness-ml 8 error-analysis 8 data-visualization 8 data-analysis 8 transparency 7 iml 7 language-model 7 learning 6 machine 6 regression 6 lime 6 computer-vision 6 random-forest 6 bias 6 feature-attribution 6 statistics 5 explainable ai 5 explainable-artificial-intelligence 5 XAI 5 Machine Learning 5 Explainable AI 5 feature-importance 5 classification 5 language-models 4 saliency-map 4 interpretable-deep-learning 4 machine-learning-algorithms 4 huggingface 4 Interpretability 4 llm 4 Artificial Intelligence 4 counterfactual 4 keras 4 large-language-models 4 counterfactual-explanations 4 blackbox 4 natural language processing 4 xai-library 3 explanations 3 differential-privacy 3 attribution 3 model-agnostic 3 rule-based 3 cnn 3 grad-cam 3 lrp 3 captum 3 explainable-machine-learning 3 deep-neural-networks 3 explanation 3 clustering 3 decision-trees 3 python3 3 trees 3 tensor 3 neural networks 3 optimization 3 interpretml 3 Deep Learning 3 machine-learning-interpretability 3 mechanistic-interpretability 3 networkx 3 xgboost 3 time-series 3