MLP-NumPy

Multi-layer Perceptron implemented by NumPy.

Network Configuration

Config your network at config.py

python3 main.py

Using one 48-neuron hidden layer with L2 regularization, my MLP can achieve ~97% test accuracy on MNIST dataset

Ziping Chen, March 2020

Name		Name	Last commit message	Last commit date
Latest commit History 3 Commits
Layer.py		Layer.py
MLP.py		MLP.py
README.md		README.md
config.py		config.py
data.py		data.py
learning_curve.png		learning_curve.png
main.py		main.py