Highlights: In this post, we are going to talk about logistic regression. We will first cover the basic theory behind logistic regression and then we will see how we can apply this knowledge in PyTorch.   Tutorial Overview: What is a binary prediction? Logistic regression – introduction A cost function optimization Cross–entropy loss function Calculating Logistic regression derivatives Logistic regression in Python with PyTorch Simple example Logistic Regression experiment 1. What is a binary prediction?…
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