Neural networks

Two neural networks built using NumPy. Enjoy!

Dataset

The mnist_train.csv file can be downloaded from https://www.pjreddie.com/media/files/mnist_train.csv

Main files

FNN.py

Feed forward neural network. Applying predefined convolution filter to learn different features.

python3 FNN.py

CNN.py

Convolutional neural network. Learning the convolution filters by trial and error.

python3 CCN.py

filters.py

Does all the convolution operations. It also includes code for visualizing different convolution filters applied to photos.