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Contents:

  • How to use DIANNA
  • Why DIANNA?
  • Current and planned DIANNA developments
  • Contributing guidelines
  • Developer documentation for the DIANNA project
  • Contributor Covenant Code of Conduct

Examples

  • General overview of using dianna
  • Interpreting a leaf identification model with LIME
  • Model Interpretation using LIME for penguin dataset classifier
  • Interpreting a weather classification model with LIME
  • Model Interpretation for Pretrained Binary MNIST Model using KernelSHAP
  • Model Interpretation for Pretrained Model to Recognize Geometric Shapes using KernelSHAP
  • Model Interpretation using KernelSHAP for weather prediction regressor
  • Interpreting a movie review sentiment model with RISE
  • Model Interpretation for Pretrained ImageNet Model using RISE
  • Model interpretation using RISE for astronomical timeseries data
  • Interpreting the sentence classification of legal texts using LIME
  • Model Interpretation using LIME for penguin dataset classifier
  • API Reference
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