Neural Network Implementation using Make your Own Neural Network book https://www.amazon.com/Make-Your-Own-Neural-Network-ebook/dp/B01EER4Z4G
It has two versions without using pandas library to pre-process MNIST data (as in the book, using only numpy) and other one using pandas(just of learning & experementation). The implementtation with pandas was found to be almost 4 times slower than using only numpy!
Complete MNIST Data Set used from: http://www.pjreddie.com/media/files/mnist_train.csv http://www.pjreddie.com/media/files/mnist_test.csv
For development: https://raw.githubusercontent.com/makeyourownneuralnetwork/makeyourownneuralnetwork/master/mnist_dataset/mnist_test_10.csv https://raw.githubusercontent.com/makeyourownneuralnetwork/makeyourownneuralnetwork/master/mnist_dataset/mnist_train_100.csv