7 packages found

alibi

Algorithms for monitoring and explaining machine learning models
  1. counterfactual
  2. explanations
  3. interpretability
  4. machine-learning
  5. xai
21 Contributors
0.9.6published 9 months agoIntel

dalex

Responsible Machine Learning in Python
  1. black-box
  2. dalex
  3. data-science
  4. explainable-ai
  5. explainable-artificial-intelligence
  6. explainable-ml
  7. explanations
  8. explanatory-model-analysis
  9. fairness
  10. iml
  11. interpretability
  12. interpretable-machine-learning
  13. machine-learning
  14. model-visualization
  15. predictive-modeling
  16. responsible-ai
  17. responsible-ml
  18. xai
24 Contributors
1.7.1published 4 months agoGPL-3.0

explainerdashboard

Quickly build Explainable AI dashboards that show the inner workings of so-called "blackbox" machine learning models.
  1. machine
  2. learning
  3. explainability
  4. shap
  5. feature
  6. importances
  7. dash
  8. dashboard
  9. data-scientists
  10. explainer
  11. inner-workings
  12. interactive-dashboards
  13. interactive-plots
  14. model-predictions
  15. permutation-importances
  16. plotly
  17. shap-values
  18. xai
  19. xai-library
17 Contributors
0.4.8published 3 weeks agoMIT

grad-cam

Many Class Activation Map methods implemented in Pytorch for classification, segmentation, object detection and more
  1. class-activation-maps
  2. computer-vision
  3. deep-learning
  4. explainable-ai
  5. explainable-ml
  6. grad-cam
  7. image-classification
  8. interpretability
  9. interpretable-ai
  10. interpretable-deep-learning
  11. machine-learning
  12. object-detection
  13. pytorch
  14. score-cam
  15. vision-transformers
  16. visualizations
  17. xai
33 Contributors
1.5.4published 3 months agoMIT

interpret

Fit interpretable models. Explain blackbox machine learning.
  1. ai
  2. artificial-intelligence
  3. bias
  4. blackbox
  5. differential-privacy
  6. explainability
  7. explainable-ai
  8. explainable-ml
  9. gradient-boosting
  10. iml
  11. interpretability
  12. interpretable-ai
  13. interpretable-machine-learning
  14. interpretable-ml
  15. interpretml
  16. machine-learning
  17. scikit-learn
  18. transparency
  19. xai
45 Contributors
0.6.9published 2 weeks agoMIT

dice-ml

Generate Diverse Counterfactual Explanations for any machine learning model.
  1. machine-learning
  2. explanation
  3. interpretability
  4. counterfactual
  5. counterfactual-explanations
  6. deep-learning
  7. explainable-ai
  8. explainable-ml
  9. interpretable-machine-learning
  10. xai
19 Contributors
0.11published 1 year agoMIT

interpret-core

Fit interpretable models. Explain blackbox machine learning.
  1. ai
  2. artificial-intelligence
  3. bias
  4. blackbox
  5. differential-privacy
  6. explainability
  7. explainable-ai
  8. explainable-ml
  9. gradient-boosting
  10. iml
  11. interpretability
  12. interpretable-ai
  13. interpretable-machine-learning
  14. interpretable-ml
  15. interpretml
  16. machine-learning
  17. scikit-learn
  18. transparency
  19. xai
45 Contributors
0.6.9published 2 weeks agoMIT
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