1
Implementing a Neural Network from Scratch in Python
A simple explanation of how they work and how to implement one from scratch in Python.
Victor Zhou
Software Engineer. I blog about web development, machine learning, and more topics.
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- 8
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- 2,297
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Visit victorzhou.com → RSS feedOn Hacker News Mar 2019 – Nov 2019
AI & Machine Learning 5Software Engineering 4Web & Frontend 2Tools & Productivity 2Security & Privacy 1Math & Algorithms 1
2
Random Forests for Complete Beginners
The definitive guide to Random Forests and Decision Trees.
3
An Introduction to Recurrent Neural Networks
A simple walkthrough of what RNNs are, how they work, and how to build one from scratch in Python.
4
Minify Your SVGs
How I optimize SVGs for this blog and why you probably should, too.
5
Implementing a Convolutional Neural Network from Scratch in Python
A simple guide to what CNNs are, how they work, and how to build one from scratch in Python.
6
Mailchimp to Sendy: Cutting Email Costs
Mailchimp was getting too expensive, so I moved this blog's newsletter to Sendy.
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Sendy Is Insecure: How Not to Implement ReCAPTCHA
Sendy's reCAPTCHA implementation doesn't do anything.
8
Implementing a Convolutional Neural Network Using Only NumPy
A simple walkthrough of deriving backpropagation for CNNs and implementing it from scratch in Python.