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MLP-NumPy

Multi-layer Perceptron implemented by NumPy.

Network Configuration

Config your network at config.py

Run

python3 main.py

Result

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

Learning Curve

Author

Ziping Chen, March 2020