neural-net-classifier

A sample implementation of a neural net classifier that recognizes hand-drawn digits.
Detailed documentation on the mathematics used here can be found in nnclassifier.ipynb

Getting Started

Clone and install nnc from source

git clone https://github.com/joeyshi12/neural-net-classifier.git
cd neural-net-classifier
pip install -e .

Test the accuracy of one of the provided trained models

nnc view models/example1.model

Controls

• Clear canvas: c
• Guess digit with model: <space>

Train your own neural net model using the provided mnist data set

nnc train data/mnist.pkl.gz myclassifier.model

View other options with nnc -h