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A visualization of backpropagation with and AND gate

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AUTHORS

  • Montgomery Gole
  • Austin Vuong

DESCRIPTION

  • Backpropagation visualization with python
  • Currently training on AND gate inputs/outputs
  • The grayscale lines represent the values of the weights (black-white)
  • The colored lines represents the error signals (red-green)
  • Graphs the errors of each case via matplotlib

REQUIRED PYTHON LIBRARIES/MODULES

tkinter, matplotlib, math, random

HOW TO

For Normal Run

  1. Clone repository
  2. Ensure requirements above are met
  3. Run ANN.py file

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A visualization of backpropagation with and AND gate

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