Exercise

Building a binary classifier in PyTorch

Recall that a small neural network with a single linear layer followed by a sigmoid function is a binary classifier. It acts just like a logistic regression.

Practice building this small network and interpreting the output of the classifier.

Instructions 1/2

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Create a neural network that takes a 1x8 tensor as input and outputs a single value for binary classification.
Pass the output of the linear layer to a sigmoid to produce a probability.

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Instructions 1/2

Exercise