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:
- Extract handwritten digits as image files. There are 60.000 images for training and 10.000 images for testing.
- 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.
- Generate number Pareidolia images for numbers 0-9 range.
Hope you will anjoy it :) Regards, Oleksandr Bilyk