Here's my C++ implementation of a general-purpose neural network along with an example program which uses the MNIST dataset to detect handwritten digits (0-9). The README.md contains a writeup of the mathematical fundamentals I've learned.

Project page: Neural Network .

Github repository: https://github.com/chn-dev/NeuralNetwork