MaratMedvedev / Mnist-neural-network

Use the neural network that coded from scratch to recognize two classes '0' and '1' from mnist dataset

CNN model that coded from scratch using numpy that simply recognize the two mnist classes: 0s and 1s.

To do CNN model, I implement my mini-model-constructor using classes for each layers:

• Convolutional layer
• Linear layer
• ReLU layer
• Softmax layer

Model architecture: Conv -> Conv -> Linear -> ReLU -> Linear -> Softmax

In the end, I check same pytorch model to be sure that my implementation is correct