This repo contains my fun experimentations with neural networks on classifying handwritten digits in MNIST dataset. It started with the motivation to test the capability of neural networks with purely linear layers in classifying handwritten digits.
So no fancy convolutions ;D
MNIST_Model_v1: a very basic neural net with a single hidden linear layer
MNIST_Model_v2: model is same as MNIST_Model_v1, but with mixup