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ToyNeuralNetwork


demo

You can see a demo on GitHub Pages

goal

Creating website which visualize how simple neural network works. Better understanging how neural networks works.

datasets

Neural networks are trainded on MNIST dataset and The Digit Dataset form scikit-learn.

features

  • neural network visualization
  • 4 models of neural networks recognizing digits
  • drawing simple bar chart
  • user can draw digits for classification

(in progress)

running

To run web site flask has to be installed:

python www_page/neuralnet_app.py

todo

  • improving optimizer