NeuralNetworksFromScratch-MNIST

NumPy-based neural network built from scratch (following Sentdex’s Neural Networks from Scratch book), trained on the MNIST dataset with 97.5% accuracy.

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Files Overview

• neuralNetworks.py — main classes and core neural network implementation
• Mnist_training.py — training code; generates a mnist.model file (already included in the repo)
• Mnist_test.py — testing script for evaluating the trained model

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Dataset

Download the MNIST training and test data in JSON format here: https://github.com/lorenmh/mnist_handwritten_json

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Credits

Based on Sentdex’s Neural Networks from Scratch book https://nnfs.io/

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