Example Notebooks
=================

Explainer Notebooks
-------------------

.. csv-table::
   :header: "Notebook", "Domain: Use Case", "Framework"
   :widths: 50, 20, 30

   :doc:`Explaining ResNet50 ImageNet Classification Using the CAM Explainer <notebooks/ExplainingImageClassification>`, CV: Image Classification, "PyTorch*, TensorFlow* and Intel® Explainable AI API"
   :doc:`Explaining a Custom Neural Network Heart Disease Classification Using the Attributions Explainer<notebooks/heart_disease>`, "Numerical/Categorical: Tabular Classification", "TensorFlow & Intel Explainable AI API"
   :doc:`Explaining Custom CNN MNIST Classification Using the Attributions Explainer<notebooks/mnist>`, "CV: Image Classification", "PyTorch and Intel Explainable AI API"
   :doc:`Multimodal Breast Cancer Detection Explainability using the Intel® Explainable AI API<notebooks/Multimodal_Cancer_Detection>`, "CV: Image Classification & NLP: Text Classification", "PyTorch, HuggingFace, Intel Explainable AI API & Intel® Transfer Learning Tool API"
   :doc:`Explaining Custom NN NewsGroups Classification Using the Attributions Explainer<notebooks/partitionexplainer>`, "NLP: Text Classification", "PyTorch and Intel Explainable AI API"
   :doc:`Explaining Fine Tuned Text Classifier with PyTorch using the Intel® Explainable AI API<notebooks/PyTorch_Text_Classifier_fine_tuning_with_Attributions>`, "NLP: Text Classification", "PyTorch, HuggingFace, Intel Explainable AI API & Intel Transfer Learning Tool API"
   :doc:`Explaining Custom CNN CIFAR-10 Classification Using the Attributions Explainer<notebooks/TorchVision_CIFAR_Interpret>`, "CV: Image Classification", "PyTorch and Intel Explainable AI API"

Model Card Generator Notebooks
------------------------------

.. csv-table::
   :header: "Notebook", "Domain: Use Case", "Framework"
   :widths: 50, 20, 30

   :doc:`Generating a Model Card with PyTorch<notebooks/adult-pytorch-model-card>`, "Numerical/Categorical: Tabular Classification", "PyTorch, TensorFlow and Intel Explainable AI API"
   :doc:`Detecting Issues in Fairness by Generate Model Card from TensorFlow Estimators<notebooks/compas-model-card-tfx>`, "Numerical/Categorical: Tabular Classification", "TensorFlow & Intel Explainable AI API"
   :doc:`Creating Model Card for Toxic Comments Classification in TensorFlow<notebooks/toxicity-tfma-model-card>`, "Numerical/Categorical: Tabular Classification", "TensorFlow and Intel Explainable AI API"

\*Other names and brands may be claimed as the property of others. `Trademarks <http://www.intel.com/content/www/us/en/legal/trademarks.html>`_