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ML From Scratch, Part 3: Backpropagation - OranLooney.com

February 3, 2019 Python Statistics From Scratch Machine Learning In today’s installment of Machine Learning From Scratch we’ll build on the logistic regression from last time to create a classifier which is able to automatically represent non-linear relationships and interactions between features: the neural network. In particular I want to focus on one central algorithm which allows us to apply gradient descent to deep neural networks: the backpropagation algorithm. The history of this algorith...

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