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A neural network made using just python and numpy. No funny frameworks/tools.

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neural-network-with-just-MATH

A neural network made using just python and numpy. No funny frameworks/tools.

I made this purely to smite @gauthamk02

Technical Details

  • A character recognizer trained on EMNIST.
  • Backward propagation GD Learning rate: 0.1
  • May take a 1000 epochs to train to ~93% accuracy.
  • You might want to use mini-batch GD.

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A neural network made using just python and numpy. No funny frameworks/tools.

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