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NeuralNetwork

Portable Neural Network library


NOTE: This repository is initially meant to be private to prevent academic dishonesty. The code in this project is for an Artificial Intelligence class and because this professor no longer teaches this course, the curriculum and assignments for this class has changed.


REPORT: Final Project Report


Graphs

Neural Network Accuracy vs EPOCH w Shifting and No Noise.png
Accuracy of Neural Network after increased training


Neural Network Accuracy vs Noise Added of 1000 Samples.png
Accuracy of a trained Neural Network vs added noise to input image data

Requirements

  • Python 3.6
  • numpy
  • PIL
  • matplotlib (not required but optional to generate plots)

Run

  1. $ python FinalProject.py

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Neural Network Library from scratch

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