Cpp-Neural-Network

A from-scratch implementation of a simple neural network in C++ using MSE loss and stochastic gradient descent.

Everything is contained within a single C++ file which contains heavily commented code explaining how the network code is formulated.

To compile and run in Windows,

g++ Network.cpp
.\a

Project roadmap

• Neuron/Network Class
• Backpropagation
• Data class
• Custom loss function
• Custom optimisers