TensorFlow experiments.

The MNIST and Fashion MNIST HDF5 files used here are available in this GitHub Project. You can download directly from the repository without checking out the whole repository using wget or curl, e.g.

• wget https://github.com/gnperdue/RandomData/tree/master/hdf5/mnist_test.hdf5
• wget https://github.com/gnperdue/RandomData/tree/master/hdf5/mnist_train.hdf5
• wget https://github.com/gnperdue/RandomData/tree/master/hdf5/mnist_valid.hdf5
• wget https://github.com/gnperdue/RandomData/tree/master/hdf5/fashion_test.hdf5
• wget https://github.com/gnperdue/RandomData/tree/master/hdf5/fashion_train.hdf5

etc. (browse the directory for more, e.g., a breakdown of the MNIST set by digits). There you will also find some useful scripts for visualization, producing the HDF5 files, etc. You may also download TFRecords for use with TensorFlow, e.g.

• wget https://github.com/gnperdue/RandomData/tree/master/TensorFlow/mnist_test.tfrecord.gz

To parse the TFRecords, I recommend reading the writer script, which explains how the TFRecords are structured.