bamford/keras_demo

A demo of training simple neural networks on the MNIST dataset using keras

Training simple neural networks on the MNIST dataset using keras

For the National Meeting of Data-Intensive Science CDTs in Edinburgh.

Train some simple fully-connected and convolutional networks on the MNIST dataset, with data augmentation to squeeze out a few more percent accuracy.

MNIST_Edinburgh.ipynb - bare version

MNIST_Edinburgh_presentation.ipynb - version with outputs, extra material and figures

These Jupyter notebooks are set up for presenting with RISE.

If GitHub is not rendering the notebooks, you can view them at nbviewer: http://nbviewer.jupyter.org/github/bamford/keras_demo/