MLP

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MLP architecture, parameter counting, and how stacking non-linear layers allows networks to solve XOR and approximate any function.

Go to Multi-Layer Perceptrons: Stacking Layers to Break Linearity →

Build a 2-layer MLP to classify handwritten digits using only NumPy. Full pipeline: data, init, training, evaluation.

Go to DL Mini-Project: Digits Classifier in NumPy →