Entire model is built from scratch using NumPy, including matrix operations, activation functions, loss computation, and complete backpropagation. **Mini-Batch Training with Stochastic Gradient ...
A fully custom Multi-Layer Perceptron (MLP) built from scratch in pure Python/NumPy, trained to control a lunar lander in a Pygame simulation. Built for the CE889 Neural Networks and Deep Learning ...
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