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Python Neural Net

This is a basic neural network trainer implemented in pure Python (with numpy). I trained it on MNIST (hand written digits) as an example and included an interactive visualization in javascript.

Play with the interactive demo!

Neural network visualization

Installation

pip install -r requirements.txt

The only core dependency is numpy. scikit-image is also needed for the example for training MNIST (for augmenting the training data).

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Vanilla feedforward neural network with dropout implemented in Python and numpy.

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