dianna

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

dianna

API Reference
dianna
dianna.cli
View page source

dianna.cli

Functions

Start streamlit dashboard.

Module Contents

dianna.cli.dashboard()[source]: Start streamlit dashboard.

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