Backprop

A MultiLayer Deep Neural Network Backpropagation implementation in C with XOR and simple hand-written digit recognition demos.

Usage

1. Clone or download Backprop project

git clone https://github.com/Younase/Backprop.git
cd Backprop

2. compile desired demo (digit_recon.c or xor.c)

• XOR

gcc -Wall -o xor xor.c net.c -lm
./xor

• Digit Recognition

gcc -Wall -o digit_recon digit_recon.c net.c -lm
./digit_recon

TO-DO

• add support for different inputs/outputs combinations
• add support for saving and loading models
• return network output in feed forward function
• change activation in network struct to enum
• expand readme