maju116 / sauron Goto Github PK
View Code? Open in Web Editor NEWExplainable Artificial Intelligence (XAI) for Neutral Networks in tensorflow/keras.
License: MIT License
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sauron's Issues
Feature: Grad-cam heatmap
Feature: Layer-wise Relevance Propagation (LRP) heatmap
Feature: guided backpropagation heatmap
Installation Error
I tried to install the sauron package but I got the HTTP 404 error.. I literally copied your installation code. Kernel says : "HTTP error 404, No commit found for the ref master".
Feature: Smooth-grad heatmap
Feature: Occlusion heatmap
Feature: Add more baselines to Integrated Gradients
For now the only baseline implemented is zeros vector.
Add custom, blurred, random noise baselines.
Feature: Add ability to load images from R object
Feature: Vanilla gradient heatmap
Feature: Guided Grad-CAM heatmap
Feature: Integrated gradients heatmap
Feature: Shiny app for CNN explanations
- How to add shiny app to R package
- Ability to load models, images
- Selects for method and preprocessing functions
- Button 'explain' that will show explanations
- Button 'save'
Feature: Filters visualization
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