Code associated with book "Make Your Own Neural Network".
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README.md

Make Your Own Neural Network With F# programming language

F# Code developed using as refactoring of Python code from book "Make Your Own Neural Network"

Repository contains original binary data of "THE MNIST DATABASE of handwritten digits" (http://yann.lecun.com/exdb/mnist/) To run application you should be familiar with:

Console Application (ConsoleApp folder) has programe with two options:

  1. Extract handwritten digits as image files. There are 60.000 images for training and 10.000 images for testing.

Extracted files

  1. Run neural network training and recognition. It takes few minutes to train neural network and testing functionality shows Learning performance score above 97% of right recognitions.
  2. Generate number Pareidolia images for numbers 0-9 range.

Pareidolia

Hope you will anjoy it :) Regards, Oleksandr Bilyk