17 packages found

explainable-cnn

📦 Flexible visualization package for generatinglayer-wise explanations for CNNs.
  1. cnn
  2. cnn-classification
  3. cnn-pytorch
  4. cnn-visualization
  5. cnn-visualization-technique
  6. explainable-ai
  7. explainable-ml
  8. grad-cam
  9. grad-cam-visualization
  10. guided-backpropagation
  11. guided-grad-cam
  12. pytorch
  13. pytorch-implementation
  14. saliency-detection
  15. saliency-map
  16. visualization
5 Contributors
1.0.0published 2 years agoMIT

tensorwatch

Interactive Realtime Debugging and Visualization for AI
  1. ai
  2. data-science
  3. debug
  4. debugging
  5. debugging-tool
  6. deep-learning
  7. deeplearning
  8. explainable-ai
  9. explainable-ml
  10. jupyter
  11. jupyter-notebook
  12. machine-learning
  13. machinelearning
  14. model-visualization
  15. monitoring
  16. python
  17. reinforcement-learning
  18. saliency
10 Contributors
0.9.1published 5 years 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
0.6.10published 1 week 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 6 months agoMIT

sahi

A vision library for performing sliced inference on large images/small objects
  1. coco
  2. computer-vision
  3. deep-learning
  4. detectron2
  5. explainable-ai
  6. fiftyone
  7. huggingface
  8. instance-segmentation
  9. large-image
  10. machine-learning
  11. merge
  12. mmdetection
  13. object-detection
  14. python
  15. pytorch
  16. remote-sensing
  17. satellite
  18. small-object-detection
  19. tiling
  20. yolov5
50 Contributors
0.11.22published 4 weeks agoMIT

imodels

Implementations of various interpretable models
  1. ai
  2. artificial-intelligence
  3. bayesian-rule-list
  4. data-science
  5. explainable-ai
  6. explainable-ml
  7. imodels
  8. interpretability
  9. machine-learning
  10. ml
  11. optimal-classification-tree
  12. python
  13. rule-learning
  14. rulefit
  15. rules
  16. scikit-learn
  17. statistics
  18. supervised-learning
16 Contributors
2.0.0published 6 months agoMIT

pandas-summary

An extension to pandas describe function.
  1. pandas
  2. data
  3. analysis
  4. machine
  5. learning
  6. dask
  7. data-exploration
  8. data-profiling
  9. data-quality
  10. data-quality-checks
  11. data-science
  12. data-visualization
  13. dataframes
  14. dataops
  15. explainable-ai
  16. matplotlib
  17. mlops
  18. pandas-summary
  19. plotly
  20. pytorch
  21. spark
  22. statistics
  23. tensorflow
  24. tracking
90 Contributors
0.2.0published 3 years agoMIT

torchprism

Principal Image Sections Mapping for PyTorch
  1. deep-learning
  2. PCA
  3. visualization
  4. interpretability
  5. explainable-ai
  6. explainable-machine-learning
  7. neural-networks
  8. pytorch
  9. trustworthy-ai
  10. xai
  11. xai-library
3 Contributors
2.0.0published 2 years agoMIT

raiutils

Common basic utilities used across various RAI tools
  1. data-analysis
  2. data-science
  3. data-visualization
  4. error-analysis
  5. explainability
  6. explainable-ai
  7. explainable-ml
  8. fairness
  9. fairness-ai
  10. fairness-ml
  11. interpretability
  12. jupyter
  13. machine-learning
  14. machinelearning
  15. ml
  16. responsible-ai
  17. ui
  18. visualization
  19. widget
  20. widgets
41 Contributors
0.4.2published 1 year 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
Showing 1 to 10 of 17 results