Example Notebooks

Explainer Notebooks

Notebook	Domain: Use Case	Framework
Explaining ResNet50 ImageNet Classification Using the CAM Explainer	CV: Image Classification	PyTorch*, TensorFlow* and Intel® Explainable AI API
Explaining a Custom Neural Network Heart Disease Classification Using the Attributions Explainer	Numerical/Categorical: Tabular Classification	TensorFlow & Intel Explainable AI API
Explaining Custom CNN MNIST Classification Using the Attributions Explainer	CV: Image Classification	PyTorch and Intel Explainable AI API
Multimodal Breast Cancer Detection Explainability using the Intel® Explainable AI API	CV: Image Classification & NLP: Text Classification	PyTorch, HuggingFace, Intel Explainable AI API & Intel® Transfer Learning Tool API
Explaining Custom NN NewsGroups Classification Using the Attributions Explainer	NLP: Text Classification	PyTorch and Intel Explainable AI API
Explaining Fine Tuned Text Classifier with PyTorch using the Intel® Explainable AI API	NLP: Text Classification	PyTorch, HuggingFace, Intel Explainable AI API & Intel Transfer Learning Tool API
Explaining Custom CNN CIFAR-10 Classification Using the Attributions Explainer	CV: Image Classification	PyTorch and Intel Explainable AI API

Model Card Generator Notebooks

Notebook	Domain: Use Case	Framework
Generating a Model Card with PyTorch	Numerical/Categorical: Tabular Classification	PyTorch, TensorFlow and Intel Explainable AI API
Detecting Issues in Fairness by Generate Model Card from TensorFlow Estimators	Numerical/Categorical: Tabular Classification	TensorFlow & Intel Explainable AI API
Creating Model Card for Toxic Comments Classification in TensorFlow	Numerical/Categorical: Tabular Classification	TensorFlow and Intel Explainable AI API

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