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Replication Checkpoint #2

UNDER CONSTRUCTION

For Checkpoint 2 we are going to add deep learning to our toolkit, in order to eventually apply some XAI techniques (but that will not happen until the final checkpoint).

PyTorch is a machine learning API which builds on top of Torch. It has C++ and Python interfaces, of which we are only going to use the Python interface.

For this checkpoint you need to create PyTorch code in Python to do the following things:

• import the COCO dataset using the torchvision package
• teach a convolutional neural network image classification
• come up with an image classification demo and analyze its results