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I Built a Tiny Neural Network From Scratch in Python — No PyTorch

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Dev.to | Sep 29, 2026 | Utsav D

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Just Python + NumPy + the mathematics behind a neural network. The goal was to understand what actually happens inside a neural network during training. 1. Let's implement ReLU and sigmoid ourselves. return 1 / (1 + np. exp(-x)) The derivative of ReLU is important during backpropagation.

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