MLP (Multilayer Perceptron) From Scratch

Install Dependencies:

pip install -r requirements.txt

I implemented my neural network as a class:

Losses and Accuracies of my MLP for 100 epochs on Mnist dataset:

Information About It:

• accuracy_train: 0.9916492693110647
• accuracy_test: 0.8888888888888888
• loss_train: 0.0024207044180093113
• loss_test: 0.015910050921797165