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 newvick.com
Understanding Backpropagation ? Newvick's blog
| | windowsontheory.org
Yet another backpropagation tutorial - Windows On Theory
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| | (Updated and expanded 12/17/2021) I am teaching deep learning this week in Harvard's CS 182 (Artificial Intelligence) course. As I'm preparing the back-propagation lecture, Preetum Nakkiran told me about Andrej Karpathy's awesome micrograd package which implements automatic differentiation for scalar variables in very few lines of code. I couldn't resist using this to show how...
| | comsci.blog
Understanding and Building Neural Networks: A Step-by-Step Guide from Scratch | ML and robotics notes
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| | In this tutorial, we will learn two different methods to implement neural networks from scratch using Python: Extremely simple method: Finite difference Still a very simple method: Backpropagation
| | dennybritz.com
Recurrent Neural Networks Tutorial, Part 3 - Backpropagation Through Time and Vanishing Gradients ยท Denny's Blog
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| | This the thirdpart of the Recurrent Neural Network Tutorial.
| | www.ericekholm.com
Eric Ekholm - MLE Learning Out Loud 2: Logistic Regression
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| Learning maximum likelihood estimation by fitting logistic regression 'by hand' (sort of)