Generic Neural Network

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Introduction

This repository contains a neural network implemented in numpy. It provides the following functionalities:

• feedforward neural network layer with bias and dropout
• ReLU or softmax for activation
• cross entropy or residual sum of squares for loss function
• layers can easily be stacked
• adjustible batch size

Installing

git clone https://github.com/davidtweedle/neuralnetwork.git
cd neuralnetwork
pip install .

To see a demonstration, you can check out the file example_mnist.ipynb