YongWookHa / Multi-layer-Perceptron

Multi-layer Perceptron from scratch with numpy

Repository from Github https://github.comYongWookHa/Multi-layer-PerceptronRepository from Github https://github.comYongWookHa/Multi-layer-Perceptron

Multi-layer-Perceptron

Multi-layer Perceptron from scratch with numpy


The MLP in model.py contains backpropagation, regularization, and activation functions like ReLU and softmax.

It does not use any frameworks but numpy.

The performance on MNIST is around 95% accurate.

Enjoy the codes.

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Multi-layer Perceptron from scratch with numpy

License:MIT License


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Language:Python 100.0%