Welcome to Dianna’s documentation!
Examples
- General demo of using dianna
- Model Interpretation using KernelSHAP for weather prediction regressor
- Model Interpretation for Pretrained Binary MNIST Model using KernelSHAP
- Model Interpretation for Pretrained Model to Recognize Geometric Shapes using KernelSHAP
- 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 ImageNet Model using RISE
- Interpreting a movie review sentiment model with RISE
- Model interpretation using RISE for astronomical timeseries data
- API Reference